{
  "weekend_family": {
    "title": "Weekend Plans with Appa",
    "models": [
      {
        "model": "gemini-flash-lite",
        "model_display": "Gemini 2.0 Flash-Lite",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "",
        "latency_ms": 651.5,
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      },
      {
        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": " ```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationship\": \"son of Appa and Amma\",\n        \"description\": \"has a deployment on Saturday morning, plans to drive down Saturday evening\"\n      },\n      \"relationships\": {\n        \"parent\": [\"Appa\", \"Amma\"],\n        \"sibling\": \"cousin Suresh\",\n        \"location\": \"Chamundeshwari temple\",\n        \"object\": \"organic coffee from Coorg\",\n        \"service\": \"car service at Ravi's garage\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"description\": \"plans to go to Chamundeshwari temple on Sunday morning\"\n      },\n      \"relationships\": {\n        \"child\": \"Rajesh\",\n        \"spouse\": \"Amma\",\n        \"event\": \"Sunday morning temple visit\",\n        \"location\": \"Chamundeshwari temple\"\n      }\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"description\": \"makes favorite Mysore Pak on Sunday, asked for organic coffee from Coorg\"\n      },\n      \"relationships\": {\n        \"spouse\": \"Appa\",\n        \"child\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin of Rajesh\",\n        \"description\": \"coming with his wife to the temple\"\n      },\n      \"relationships\": {\n        \"relative\": \"Rajesh\",\n        \"event\": \"Sunday morning temple visit\"\n      }\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"temple where the family plans to go on Sunday morning\"\n      },\n      \"relationships\": {\n        \"event\": \"Sunday morning temple visit\",\n        \"attendees\": [\"Appa\", \"Amma\", \"Rajesh\", \"Suresh\", \"Suresh's wife\"]\n      }\n    },\n    {\n      \"name\": \"Saturday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"time of Rajesh's deployment\"\n      },\n      \"relationships\": {\n        \"event\": \"Rajesh's deployment\"\n      }\n    },\n    {\n      \"name\": \"Saturday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"time when Rajesh plans to drive down\"\n      },\n      \"relationships\": {\n        \"event\": \"Rajesh's drive down\"\n      }\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day when the family plans to go to the temple and Rajesh will bring the car for service\"\n      },\n      \"relationships\": {\n        \"events\": [\"Sunday morning temple visit\", \"car service drop-off\"]\n      }\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Amma's favorite sweet, made on Sunday\"\n      },\n      \"relationships\": {\n        \"person\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"organic coffee from Coorg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"coffee that Amma asked for, Rajesh will bring\"\n      },\n      \"relationships\": {\n        \"person\": \"Amma\",\n        \"location\": \"Coorg\"\n      }\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"garage near Jayanagar where Rajesh's car service is due\"\n      },\n      \"relationships\": {\n        \"person\": \"Rajesh\",\n        \"event\": \"car service\"\n      }\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location near which Ravi's garage is situated\"\n      },\n      \"relationships\": {\n        \"place\": \"Ravi's garage\"\n      }\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"festival when Rajesh last saw Suresh\"\n      },\n      \"relationships\": {\n        \"person\": \"Suresh\",\n        \"event\": \"Rajesh and Suresh meeting\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 7976.4,
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      },
      {
        "model": "claude-haiku",
        "model_display": "Claude Haiku 4.5",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"occupation\": \"software/IT professional (implied by deployment mention)\",\n        \"preferences\": \"interested in organic coffee from Coorg\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"relationship\": \"father\"\n        },\n        {\n          \"entity\": \"Amma\",\n          \"relationship\": \"mother\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"cousin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"language\": \"speaks Kannada and English\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"son\"\n        },\n        {\n          \"entity\": \"Amma\",\n          \"relationship\": \"spouse\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"preferences\": \"enjoys mysore pak, organic coffee from Coorg\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"son\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"relationship\": \"spouse\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"cousin of Rajesh\",\n        \"family_status\": \"married\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"cousin\"\n        },\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"relationship\": \"planning to visit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"spouse of Suresh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"spouse\"\n        },\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"relationship\": \"planning to visit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"car mechanic/garage owner\",\n        \"business\": \"Ravi's garage\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"service provider\"\n        },\n        {\n          \"entity\": \"Ravi's garage\",\n          \"relationship\": \"owner\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"Hindu temple\",\n        \"location\": \"implied to be in Mysore region\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"planning to visit\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"relationship\": \"planning to visit\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"planning to visit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"car service center\",\n        \"location\": \"near Jayanagar\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Ravi\",\n          \"relationship\": \"owned by\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"customer\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"neighborhood/locality\",\n        \"location\": \"Bangalore region (implied)\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Ravi's garage\",\n          \"relationship\": \"location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"region/district\",\n        \"known_for\": \"organic coffee production\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic coffee\",\n          \"relationship\": \"produces\"\n        }\n      ]\n    },\n    {\n      \"name\": \"this weekend\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"timing\": \"upcoming Saturday and Sunday\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"travel plans\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"timing\": \"this weekend\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"planned arrival time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"timing\": \"this weekend\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"relationship\": \"temple visit planned\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"timing\": \"this weekend\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"planned car drop-off time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"Hindu festival\",\n        \"last_occurrence\": \"time of last meeting between Rajesh and Suresh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"attended\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"attended\"\n        }\n      ]\n    },\n    {\n      \"name\": \"deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"work commitment\",\n        \"timing\": \"Saturday morning\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"responsible for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"mysore pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Indian sweet/dessert\",\n        \"origin\": \"Mysore\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relationship\": \"favorite\"\n        }\n      ]\n    },\n    {\n      \"name\": \"organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"beverage\",\n        \"origin\": \"Coorg\",\n        \"quality\": \"organic\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relationship\": \"requested from Rajesh\"\n        },\n        {\n          \"entity\": \"Coorg\",\n          \"relationship\": \"sourced from\"\n        }\n      ]\n    },\n    {\n      \"name\": \"car service\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"vehicle maintenance\",\n        \"status\": \"due\",\n        \"location\": \"Ravi's garage\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"needs service\"\n        },\n        {\n          \"entity\": \"Ravi's garage\",\n          \"relationship\": \"service provider\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 9996.3,
        "tokens_in": 354,
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      },
      {
        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"description\": \"Speaker 1\"\n      },\n      \"relationships\": [\n        { \"type\": \"father_of\", \"target\": \"Rajesh\" },\n        { \"type\": \"husband_of\", \"target\": \"Amma\" },\n        { \"type\": \"will_visit\", \"target\": \"Chamundeshwari Temple\", \"details\": \"on Sunday morning\" },\n        { \"type\": \"reminds\", \"target\": \"Rajesh\", \"details\": \"about car service\" }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"description\": \"Speaker 2\"\n      },\n      \"relationships\": [\n        { \"type\": \"son_of\", \"target\": \"Appa\" },\n        { \"type\": \"son_of\", \"target\": \"Amma\" },\n        { \"type\": \"cousin_of\", \"target\": \"Suresh\" },\n        { \"type\": \"has_favorite_food\", \"target\": \"Mysore Pak\" },\n        { \"type\": \"has_event\", \"target\": \"Deployment\", \"details\": \"on Saturday morning\" },\n        { \"type\": \"will_drive_to\", \"target\": \"Home\", \"details\": \"on Saturday evening\" },\n        { \"type\": \"will_visit\", \"target\": \"Chamundeshwari Temple\", \"details\": \"on Sunday morning\" },\n        { \"type\": \"will_bring\", \"target\": \"Organic Coffee\", \"details\": \"for Amma\" },\n        { \"type\": \"has_object\", \"target\": \"Car\", \"details\": \"needs service\" },\n        { \"type\": \"will_drop_off_car_at\", \"target\": \"Ravi's Garage\", \"details\": \"on Sunday evening\" }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\"\n      },\n      \"relationships\": [\n        { \"type\": \"mother_of\", \"target\": \"Rajesh\" },\n        { \"type\": \"wife_of\", \"target\": \"Appa\" },\n        { \"type\": \"will_make\", \"target\": \"Mysore Pak\", \"details\": \"on Sunday\" },\n        { \"type\": \"asked_about\", \"target\": \"Organic Coffee\" }\n      ]\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Rajesh's favorite sweet\"\n      },\n      \"relationships\": [\n        { \"type\": \"will_be_made_by\", \"target\": \"Amma\", \"details\": \"on Sunday\" },\n        { \"type\": \"favorite_of\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of the week\"\n      },\n      \"relationships\": [\n        { \"type\": \"Amma_will_make\", \"target\": \"Mysore Pak\" },\n        { \"type\": \"planned_activity\", \"target\": \"Chamundeshwari Temple visit\" },\n        { \"type\": \"planned_activity\", \"target\": \"Car Service drop-off\" }\n      ]\n    },\n    {\n      \"name\": \"This Weekend\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Current weekend\"\n      },\n      \"relationships\": [\n        { \"type\": \"includes\", \"target\": \"Saturday\" },\n        { \"type\": \"includes\", \"target\": \"Sunday\" },\n        { \"type\": \"Rajesh_has_commitment\", \"target\": \"Deployment\" }\n      ]\n    },\n    {\n      \"name\": \"Saturday Morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Specific time on Saturday\"\n      },\n      \"relationships\": [\n        { \"type\": \"Rajesh_has_commitment\", \"target\": \"Deployment\" }\n      ]\n    },\n    {\n      \"name\": \"Saturday Evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Specific time on Saturday\"\n      },\n      \"relationships\": [\n        { \"type\": \"Rajesh_will_drive_to\", \"target\": \"Home\" }\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari Temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Hindu temple\"\n      },\n      \"relationships\": [\n        { \"type\": \"will_be_visited_by\", \"target\": \"Appa\", \"details\": \"on Sunday morning\" },\n        { \"type\": \"will_be_visited_by\", \"target\": \"Rajesh\", \"details\": \"on Sunday morning\" },\n        { \"type\": \"will_be_visited_by\", \"target\": \"Suresh\", \"details\": \"on Sunday morning\" },\n        { \"type\": \"will_be_visited_by\", \"target\": \"Suresh's Wife\", \"details\": \"on Sunday morning\" }\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin\"\n      },\n      \"relationships\": [\n        { \"type\": \"cousin_of\", \"target\": \"Rajesh\" },\n        { \"type\": \"husband_of\", \"target\": \"Suresh's Wife\" },\n        { \"type\": \"will_visit\", \"target\": \"Chamundeshwari Temple\", \"details\": \"on Sunday morning\" },\n        { \"type\": \"last_seen_by_Rajesh_at\", \"target\": \"Diwali\" }\n      ]\n    },\n    {\n      \"name\": \"Suresh's Wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"wife of Suresh\"\n      },\n      \"relationships\": [\n        { \"type\": \"wife_of\", \"target\": \"Suresh\" },\n        { \"type\": \"will_visit\", \"target\": \"Chamundeshwari Temple\", \"details\": \"on Sunday morning\" }\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Hindu festival\"\n      },\n      \"relationships\": [\n        { \"type\": \"last_time_Rajesh_saw\", \"target\": \"Suresh\" }\n      ]\n    },\n    {\n      \"name\": \"Organic Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Coffee requested by Amma\"\n      },\n      \"relationships\": [\n        { \"type\": \"originates_from\", \"target\": \"Coorg\" },\n        { \"type\": \"requested_by\", \"target\": \"Amma\" },\n        { \"type\": \"will_be_brought_by\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Region in Karnataka, India\"\n      },\n      \"relationships\": [\n        { \"type\": \"origin_of\", \"target\": \"Organic Coffee\" }\n      ]\n    },\n    {\n      \"name\": \"Car Service\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Maintenance for Rajesh's car\"\n      },\n      \"relationships\": [\n        { \"type\": \"due_for\", \"target\": \"Rajesh's Car\" },\n        { \"type\": \"to_be_done_at\", \"target\": \"Ravi's Garage\" },\n        { \"type\": \"to_be_dropped_off_on\", \"target\": \"Sunday Evening\" }\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"garage owner\"\n      },\n      \"relationships\": [\n        { \"type\": \"owner_of\", \"target\": \"Ravi's Garage\" },\n        { \"type\": \"asked_about\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Ravi's Garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Car service center\"\n      },\n      \"relationships\": [\n        { \"type\": \"owned_by\", \"target\": \"Ravi\" },\n        { \"type\": \"located_near\", \"target\": \"Jayanagar",
        "latency_ms": 15559.8,
        "tokens_in": 323,
        "tokens_out": 2076
      },
      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father\",\n        \"language\": \"Kannada speaker\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Father of\"\n        },\n        {\n          \"target\": \"Amma\",\n          \"type\": \"Husband of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son\",\n        \"occupation\": \"Involved in technical deployments\",\n        \"vehicle_owner\": \"Has a car needing service\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Appa\",\n          \"type\": \"Son of\"\n        },\n        {\n          \"target\": \"Amma\",\n          \"type\": \"Son of\"\n        },\n        {\n          \"target\": \"Suresh\",\n          \"type\": \"Cousin of\"\n        },\n        {\n          \"target\": \"Ravi\",\n          \"type\": \"Customer of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother\",\n        \"skill\": \"Makes Mysore pak\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Appa\",\n          \"type\": \"Wife of\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Mother of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Mysore pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Traditional sweet\",\n        \"status\": \"Rajesh's favorite\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Amma\",\n          \"type\": \"Prepared by\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Favorite food of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of planned family gathering and activities\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Chamundeshwari temple\",\n          \"type\": \"Date of visit\"\n        },\n        {\n          \"target\": \"Car service\",\n          \"type\": \"Scheduled day for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"Saturday morning\",\n        \"context\": \"Work-related\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Task performed by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Religious site\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Appa\",\n          \"type\": \"Planned visit by\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Planned visit by\"\n        },\n        {\n          \"target\": \"Suresh\",\n          \"type\": \"Planned visit by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Cousin\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Cousin of\"\n        },\n        {\n          \"target\": \"Suresh's wife\",\n          \"type\": \"Spouse of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Relative\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Suresh\",\n          \"type\": \"Married to\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Festival\",\n        \"context\": \"Last time Rajesh and Suresh met\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"origin\": \"Coorg\",\n        \"status\": \"Requested by Amma\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Brought by\"\n        },\n        {\n          \"target\": \"Amma\",\n          \"type\": \"Intended for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Source of coffee\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Organic coffee\",\n          \"type\": \"Origin of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Near Jayanagar\",\n        \"service\": \"Car maintenance\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Ravi\",\n          \"type\": \"Owned/Operated by\"\n        },\n        {\n          \"target\": \"Jayanagar\",\n          \"type\": \"Located in\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mechanic/Garage owner\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Ravi's garage\",\n          \"type\": \"Works at\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Acquaintance of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Neighborhood/Locality\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Ravi's garage\",\n          \"type\": \"Location of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Car\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Service due\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Owned by\"\n        },\n        {\n          \"target\": \"Ravi's garage\",\n          \"type\": \"To be serviced at\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 16230.4,
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      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationship\": \"child of Appa and Amma\",\n        \"plans\": \"driving down Saturday evening, visiting family on weekend\"\n      },\n      \"relationships\": [\n        \"son of Appa\",\n        \"son of Amma\",\n        \"cousin of Suresh\",\n        \"customer of Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationship\": \"parent of Rajesh\"\n      },\n      \"relationships\": [\n        \"father of Rajesh\",\n        \"husband of Amma\",\n        \"relative of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"relationship\": \"parent of Rajesh\",\n        \"activity\": \"making Mysore pak\",\n        \"request\": \"asked Rajesh to bring organic coffee from Coorg\"\n      },\n      \"relationships\": [\n        \"mother of Rajesh\",\n        \"wife of Appa\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin\",\n        \"relationship\": \"cousin of Rajesh\",\n        \"status\": \"married\",\n        \"plans\": \"coming to visit on Sunday\"\n      },\n      \"relationships\": [\n        \"cousin of Rajesh\",\n        \"nephew or relative of Appa and Amma\",\n        \"husband of unnamed wife\"\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"spouse\",\n        \"relationship\": \"wife of Suresh\",\n        \"plans\": \"coming to visit on Sunday\"\n      },\n      \"relationships\": [\n        \"wife of Suresh\",\n        \"relative of Rajesh by marriage\"\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mechanic/garage owner\",\n        \"relationship\": \"acquaintance of Rajesh and Appa\"\n      },\n      \"relationships\": [\n        \"owner of Ravi's garage\",\n        \"acquaintance of Rajesh\",\n        \"acquaintance of Appa\"\n      ]\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"traditional Indian sweet, Rajesh's favorite\",\n        \"maker\": \"Amma\"\n      },\n      \"relationships\": [\n        \"favorite sweet of Rajesh\",\n        \"being made by Amma\"\n      ]\n    },\n    {\n      \"name\": \"Organic Coffee from Coorg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"origin\": \"Coorg\",\n        \"type\": \"organic coffee\",\n        \"requested_by\": \"Amma\"\n      },\n      \"relationships\": [\n        \"requested by Amma\",\n        \"to be brought by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari Temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"Hindu temple\",\n        \"planned_visit\": \"Sunday morning\"\n      },\n      \"relationships\": [\n        \"destination for Appa, Rajesh, Suresh, and family on Sunday\"\n      ]\n    },\n    {\n      \"name\": \"Ravi's Garage\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"location\": \"near Jayanagar\",\n        \"type\": \"car service garage\"\n      },\n      \"relationships\": [\n        \"owned by Ravi\",\n        \"where Rajesh plans to drop off his car for service\"\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"locality where Ravi's garage is located\"\n      },\n      \"relationships\": [\n        \"location of Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"region known for coffee production\",\n        \"relevance\": \"origin of organic coffee requested by Amma\"\n      },\n      \"relationships\": [\n        \"source of organic coffee for Amma\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"events\": \"deployment in the morning, Rajesh driving down in the evening\"\n      },\n      \"relationships\": [\n        \"day of Rajesh's deployment\",\n        \"day Rajesh plans to travel home\"\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"events\": \"temple visit in the morning, Suresh and wife visiting, car drop-off in the evening\"\n      },\n      \"relationships\": [\n        \"day of temple visit\",\n        \"day Suresh and wife are visiting\",\n        \"day Rajesh plans car service drop-off\"\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Hindu festival\",\n        \"significance\": \"last time Rajesh saw Suresh\"\n      },\n      \"relationships\": [\n        \"last meeting point of Rajesh and Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled\": \"Saturday morning\",\n        \"description\": \"software or technical deployment at Rajesh's work\"\n      },\n      \"relationships\": [\n        \"work event for Rajesh on Saturday morning\"\n      ]\n    },\n    {\n      \"name\": \"Car Service\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"overdue\",\n        \"planned_time\": \"Sunday evening\",\n        \"location\": \"Ravi's garage near Jayanagar\"\n      },\n      \"relationships\": [\n        \"service needed for Rajesh's car\",\n        \"to be done at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh's Car\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"owner\": \"Rajesh\",\n        \"status\": \"service due\"\n      },\n      \"relationships\": [\n        \"owned by Rajesh\",\n        \"to be serviced at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Temple Visit\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled\": \"Sunday morning\",\n        \"destination\": \"Chamundeshwari Temple\"\n      },\n      \"relationships\": [\n        \"planned by Appa\",\n        \"involves Rajesh, Suresh, and family\"\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "claude-opus",
        "model_display": "Claude Opus 4.6",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father of Rajesh\",\n        \"description\": \"Rajesh's father, inviting him home for the weekend\"\n      },\n      \"relationships\": [\n        \"Father of Rajesh\",\n        \"Husband of Amma\",\n        \"Related to Suresh (uncle/elder relative)\",\n        \"Knows Ravi from the garage near Jayanagar\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son of Appa and Amma\",\n        \"description\": \"Works in tech (has a deployment on Saturday), drives to visit family, owns a car due for service\"\n      },\n      \"relationships\": [\n        \"Son of Appa\",\n        \"Son of Amma\",\n        \"Cousin of Suresh\",\n        \"Customer at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother of Rajesh\",\n        \"description\": \"Makes Mysore Pak, asked Rajesh for organic coffee from Coorg\"\n      },\n      \"relationships\": [\n        \"Mother of Rajesh\",\n        \"Wife of Appa\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Cousin of Rajesh\",\n        \"description\": \"Married, planning to visit on Sunday along with his wife\"\n      },\n      \"relationships\": [\n        \"Cousin of Rajesh\",\n        \"Has a wife (unnamed)\",\n        \"Last seen by Rajesh at Diwali\"\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Wife of Suresh\",\n        \"description\": \"Unnamed, coming along with Suresh on Sunday\"\n      },\n      \"relationships\": [\n        \"Wife of Suresh\",\n        \"Related to Rajesh's family\"\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Garage owner/mechanic\",\n        \"description\": \"Runs a garage near Jayanagar, knows Rajesh and his family\"\n      },\n      \"relationships\": [\n        \"Owns a garage near Jayanagar\",\n        \"Services Rajesh's car\",\n        \"Was asking about Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari Temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Temple the family plans to visit on Sunday morning\"\n      },\n      \"relationships\": [\n        \"Planned Sunday morning visit by Appa, Rajesh, Suresh and family\"\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Neighborhood where Ravi's garage is located\"\n      },\n      \"relationships\": [\n        \"Location of Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Region known for coffee; source of the organic coffee Rajesh is bringing for Amma\"\n      },\n      \"relationships\": [\n        \"Origin of the organic coffee Rajesh is bringing\"\n      ]\n    },\n    {\n      \"name\": \"Ravi's Garage\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Car service garage located near Jayanagar, owned by Ravi\"\n      },\n      \"relationships\": [\n        \"Owned by Ravi\",\n        \"Located near Jayanagar\",\n        \"Where Rajesh plans to drop off his car for service on Sunday evening\"\n      ]\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Traditional Indian sweet; Rajesh's favorite, being made by Amma on Sunday\"\n      },\n      \"relationships\": [\n        \"Rajesh's favorite sweet\",\n        \"Being prepared by Amma\"\n      ]\n    },\n    {\n      \"name\": \"Organic Coffee from Coorg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Organic coffee sourced from Coorg that Amma requested\"\n      },\n      \"relationships\": [\n        \"Requested by Amma\",\n        \"Being brought by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh's Car\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Rajesh's personal car, due for servicing\"\n      },\n      \"relationships\": [\n        \"Owned by Rajesh\",\n        \"Service due at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Saturday Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A work deployment scheduled for Saturday morning that Rajesh must attend\"\n      },\n      \"relationships\": [\n        \"Rajesh's work commitment\",\n        \"Reason he can only visit Saturday evening\"\n      ]\n    },\n    {\n      \"name\": \"Sunday Temple Visit\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Planned family visit to Chamundeshwari Temple on Sunday morning\"\n      },\n      \"relationships\": [\n        \"Attendees include Appa, Rajesh, Suresh, and Suresh's wife\"\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Festival occasion when Rajesh last saw cousin Suresh\"\n      },\n      \"relationships\": [\n        \"Last time Rajesh and Suresh met\"\n      ]\n    },\n    {\n      \"name\": \"This Weekend (Saturday\u2013Sunday)\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The upcoming weekend during which Rajesh plans to visit family\"\n      },\n      \"relationships\": [\n        \"Saturday morning: Rajesh's deployment\",\n        \"Saturday evening: Rajesh drives home\",\n        \"Sunday morning: Temple visit\",\n        \"Sunday: Amma makes Mysore Pak, family gathering with Suresh\",\n        \"Sunday evening: Rajesh plans to drop car at Ravi's garage before heading back\"\n      ]\n    }\n  ]\n}\n```",
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      {
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        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Father\",\n        \"Speaker\"\n      ],\n      \"relationships\": [\n        \"Father of Rajesh\",\n        \"Husband of Amma\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Son\",\n        \"Speaker\",\n        \"Maga\"\n      ],\n      \"relationships\": [\n        \"Son of Appa and Amma\",\n        \"Cousin of Suresh\",\n        \"Owner of car\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Mother\"\n      ],\n      \"relationships\": [\n        \"Mother of Rajesh\",\n        \"Wife of Appa\",\n        \"Maker of Mysore pak\"\n      ]\n    },\n    {\n      \"name\": \"Mysore pak\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Food/Sweet\",\n        \"Rajesh's favorite\"\n      ],\n      \"relationships\": [\n        \"Made by Amma\",\n        \"To be eaten on Sunday\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"This weekend\"\n      ],\n      \"relationships\": [\n        \"Day of Rajesh's deployment (morning)\",\n        \"Day Rajesh drives home (evening)\"\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"This weekend\"\n      ],\n      \"relationships\": [\n        \"Day of temple visit (morning)\",\n        \"Day of car service drop-off (evening)\"\n      ]\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Work commitment\"\n      ],\n      \"relationships\": [\n        \"Attended by Rajesh on Saturday morning\"\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Religious site\"\n      ],\n      \"relationships\": [\n        \"Destination for Appa, Rajesh, Suresh, and Suresh's wife on Sunday morning\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Cousin\"\n      ],\n      \"relationships\": [\n        \"Cousin of Rajesh\",\n        \"Visiting on Sunday\"\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Unnamed\"\n      ],\n      \"relationships\": [\n        \"Wife of Suresh\",\n        \"Visiting on Sunday\"\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Festival\"\n      ],\n      \"relationships\": [\n        \"Last time Rajesh saw Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Beverage\"\n      ],\n      \"relationships\": [\n        \"From Coorg\",\n        \"Requested by Amma\",\n        \"To be brought by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Location\"\n      ],\n      \"relationships\": [\n        \"Origin of the organic coffee\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh's Car\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Vehicle\",\n        \"Service due\"\n      ],\n      \"relationships\": [\n        \"Owned by Rajesh\",\n        \"To be serviced at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Service center\"\n      ],\n      \"relationships\": [\n        \"Owned by Ravi\",\n        \"Located near Jayanagar\"\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Garage owner/Mechanic\"\n      ],\n      \"relationships\": [\n        \"Owns Ravi's garage\",\n        \"Asking about Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Neighborhood\"\n      ],\n      \"relationships\": [\n        \"Location of Ravi's garage\"\n      ]\n    }\n  ]\n}\n```",
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        "model_display": "Gemini 2.5 Pro",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's father\"\n      },\n      \"relationships\": {\n        \"father of\": \"Rajesh\",\n        \"husband of\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son\",\n        \"occupation\": \"Has a job with deployments\",\n        \"possessions\": \"Owns a car that needs service\"\n      },\n      \"relationships\": {\n        \"son of\": [\"Appa\", \"Amma\"],\n        \"cousin of\": \"Suresh\"\n      }\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's mother\",\n        \"actions\": \"Making mysore pak\",\n        \"preferences\": \"Likes organic coffee from Coorg\"\n      },\n      \"relationships\": {\n        \"mother of\": \"Rajesh\",\n        \"wife of\": \"Appa\"\n      }\n    },\n    {\n      \"name\": \"mysore pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Rajesh's favorite sweet\"\n      },\n      \"relationships\": {\n        \"made by\": \"Amma\",\n        \"eaten by\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The day for family activities\"\n      },\n      \"relationships\": {\n        \"part of\": \"This Weekend\",\n        \"when\": [\"Temple visit\", \"Amma makes mysore pak\", \"Car Service drop-off\"]\n      }\n    },\n    {\n      \"name\": \"This Weekend\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The timeframe for Rajesh's visit home\"\n      },\n      \"relationships\": {}\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A work commitment for Rajesh\"\n      },\n      \"relationships\": {\n        \"participant\": \"Rajesh\",\n        \"occurs on\": \"Saturday morning\"\n      }\n    },\n    {\n      \"name\": \"Saturday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time of Rajesh's work deployment\"\n      },\n      \"relationships\": {\n        \"part of\": \"This Weekend\"\n      }\n    },\n    {\n      \"name\": \"Saturday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh plans to drive to his parents' house\"\n      },\n      \"relationships\": {\n        \"part of\": \"This Weekend\"\n      }\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"Temple\"\n      },\n      \"relationships\": {\n        \"to be visited by\": [\"Appa\", \"Rajesh\", \"Suresh\", \"Suresh's wife\"],\n        \"visit scheduled for\": \"Sunday morning\"\n      }\n    },\n    {\n      \"name\": \"Sunday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time for the family temple visit\"\n      },\n      \"relationships\": {\n        \"part of\": \"Sunday\"\n      }\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's cousin\"\n      },\n      \"relationships\": {\n        \"cousin of\": \"Rajesh\",\n        \"husband of\": \"Suresh's wife\"\n      }\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Wife of Suresh\"\n      },\n      \"relationships\": {\n        \"wife of\": \"Suresh\"\n      }\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A past festival, the last time the cousins met\"\n      },\n      \"relationships\": {\n        \"last meeting event for\": [\"Rajesh\", \"Suresh\"]\n      }\n    },\n    {\n      \"name\": \"organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"origin\": \"Coorg\",\n        \"description\": \"A specific coffee Amma asked about\"\n      },\n      \"relationships\": {\n        \"requested by\": \"Amma\",\n        \"brought by\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Place of origin for the coffee\"\n      },\n      \"relationships\": {\n        \"origin of\": \"organic coffee\"\n      }\n    },\n    {\n      \"name\": \"Rajesh's car\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Service is due\"\n      },\n      \"relationships\": {\n        \"owned by\": \"Rajesh\",\n        \"serviced at\": \"Ravi's garage\"\n      }\n    },\n    {\n      \"name\": \"Car Service\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"Due\"\n      },\n      \"relationships\": {\n        \"for\": \"Rajesh's car\",\n        \"performed at\": \"Ravi's garage\",\n        \"scheduled for\": \"Sunday evening\"\n      }\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Garage owner\"\n      },\n      \"relationships\": {\n        \"owner of\": \"Ravi's garage\"\n      }\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Near J",
        "latency_ms": 26096.2,
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        "model": "gemini-3.1-pro",
        "model_display": "Gemini 3.1 Pro (Preview)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father\",\n        \"description\": \"Rajesh's father, reminds Rajesh about his car service\"\n      },\n      \"relationships\": [\n        \"Father of Rajesh\",\n        \"Husband of Amma\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son\",\n        \"description\": \"Has a deployment on Saturday, driving down to visit his parents\"\n      },\n      \"relationships\": [\n        \"Son of Appa and Amma\",\n        \"Cousin of Suresh\",\n        \"Owner of Rajesh's car\"\n      ]\n    },\n    {\n      \"name\": \"Home (Mane)\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"The family home where Appa and Amma live\"\n      },\n      \"relationships\": [\n        \"Residence of Appa and Amma\",\n        \"Destination for Rajesh's weekend trip\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother\",\n        \"description\": \"Makes Rajesh's favorite mysore pak, asked for organic coffee\"\n      },\n      \"relationships\": [\n        \"Mother of Rajesh\",\n        \"Wife of Appa\"\n      ]\n    },\n    {\n      \"name\": \"Mysore pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Rajesh's favorite sweet\"\n      },\n      \"relationships\": [\n        \"Made by Amma\",\n        \"Favorite food of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of the temple visit, car drop-off, and when Amma makes mysore pak\"\n      },\n      \"relationships\": [\n        \"Date of Chamundeshwari temple visit\",\n        \"Date of Car service drop-off\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of Rajesh's deployment (morning) and travel (evening)\"\n      },\n      \"relationships\": [\n        \"Date of Deployment\"\n      ]\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Work-related task for Rajesh\"\n      },\n      \"relationships\": [\n        \"Attended by Rajesh\",\n        \"Occurs on Saturday morning\"\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Temple the family is visiting\"\n      },\n      \"relationships\": [\n        \"Visited by Appa, Rajesh, Suresh, and Suresh's wife\",\n        \"Visited on Sunday morning\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Cousin\",\n        \"description\": \"Joining the family for the temple visit\"\n      },\n      \"relationships\": [\n        \"Cousin of Rajesh\",\n        \"Husband of Suresh's wife\"\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Wife\",\n        \"description\": \"Joining the family for the temple visit\"\n      },\n      \"relationships\": [\n        \"Wife of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Festival, the last time Rajesh and Suresh met\"\n      },\n      \"relationships\": [\n        \"Last meeting time of Rajesh and Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Coffee requested by Amma\"\n      },\n      \"relationships\": [\n        \"Requested by Amma\",\n        \"Brought by Rajesh\",\n        \"Sourced from Coorg\"\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Origin location of the organic coffee\"\n      },\n      \"relationships\": [\n        \"Source of Organic coffee\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh's car\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Vehicle due for maintenance\"\n      },\n      \"relationships\": [\n        \"Owned by Rajesh\",\n        \"Serviced at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Car service\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Maintenance for Rajesh's car\"\n      },\n      \"relationships\": [\n        \"Scheduled for Sunday evening\",\n        \"Takes place at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mechanic / Garage Owner\",\n        \"description\": \"Was asking about Rajesh\"\n      },\n      \"relationships\": [\n        \"Owner of Ravi's garage\",\n        \"Acquaintance of Rajesh and Appa\"\n      ]\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Auto repair shop\"\n      },\n      \"relationships\": [\n        \"Owned by Ravi\",\n        \"Located near Jayanagar\",\n        \"Service location for Rajesh's car\"\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Neighborhood/Area\"\n      },\n      \"relationships\": [\n        \"Location near Ravi's garage\"\n      ]\n    }\n  ]\n}\n```",
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        "model_display": "Ministral 3 14B (Local)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationships\": [\"Appa's son\", \"cousin of Suresh\", \"employee with deployment duties\"],\n        \"description\": \"Planning a trip to Mysore for Sunday, responsible for a deployment on Saturday\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"parent_child\"\n        },\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"sibling\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"cousin\"\n        },\n        {\n          \"entity\": \"organic coffee\",\n          \"type\": \"purchaser\"\n        },\n        {\n          \"entity\": \"Ravi's garage\",\n          \"type\": \"customer\"\n        },\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"deployment (Saturday morning)\",\n          \"type\": \"professional_obligation\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationships\": [\"Rajesh's father\", \"Amma's husband\"],\n        \"description\": \"Planning a family visit to Mysore, coordinating with Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"parent_child\"\n        },\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"spouse\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"in-law\"\n        },\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"type\": \"organizer\"\n        },\n        {\n          \"entity\": \"organic coffee\",\n          \"type\": \"requester\"\n        },\n        {\n          \"entity\": \"Ravi's garage\",\n          \"type\": \"referrer\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"relationships\": [\"Appa's wife\", \"Rajesh's mother\"],\n        \"description\": \"Requested organic coffee from Coorg, likely attending the temple visit\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"spouse\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"parent_child\"\n        },\n        {\n          \"entity\": \"organic coffee\",\n          \"type\": \"requester\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin\",\n        \"relationships\": [\"Rajesh's cousin\", \"husband of Suresh's wife\"],\n        \"description\": \"Attending the temple visit with his wife, not seen in months\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"cousin\"\n        },\n        {\n          \"entity\": \"Suresh's wife\",\n          \"type\": \"spouse\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"in-law\"\n        },\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"Diwali\",\n          \"type\": \"last_seen_event\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin's wife\",\n        \"relationships\": [\"Suresh's spouse\"],\n        \"description\": \"Attending the temple visit with Suresh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"spouse\"\n        },\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"type\": \"attendee\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"role\": \"religious site\",\n        \"location\": \"Mysore\",\n        \"description\": \"Temple where the family is planning to visit on Sunday morning\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"organizer\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"Suresh's wife\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"Sunday morning\",\n          \"type\": \"event_time\"\n        },\n        {\n          \"entity\": \"Mysore\",\n          \"type\": \"location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Mysore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"role\": \"destination\",\n        \"description\": \"City where Chamundeshwari temple is located; destination for the visit\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"type\": \"contains\"\n        },\n        {\n          \"entity\": \"mysore pak\",\n          \"type\": \"culinary_association\"\n        },\n        {\n          \"entity\": \"Sunday\",\n          \"type\": \"visit_day\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"traveler\"\n        }\n      ]\n    },\n    {\n      \"name\": \"mysore pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"role\": \"food\",\n        \"type\": \"sweet\",\n        \"description\": \"Favorite food of Amma, associated with Mysore\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"favorite\"\n        },\n        {\n          \"entity\": \"Mysore\",\n          \"type\": \"culinary_association\"\n        },\n        {\n          \"entity\": \"Sunday\",\n          \"type\": \"consumption_day\"\n        }\n      ]\n    },\n    {\n      \"name\": \"organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"role\": \"food\",\n        \"type\": \"beverage\",\n        \"origin\": \"Coorg\",\n        \"description\": \"Requested by Amma, to be brought by Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"requester\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"purchaser\"\n        },\n        {\n          \"entity\": \"Coorg\",\n          \"type\": \"origin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"role\": \"region\",\n        \"description\": \"Origin of the organic coffee requested by Amma\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic coffee\",\n          \"type\": \"origin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"service provider\",\n        \"type\": \"car service garage\",\n        \"location\": \"near Jayanagar\",\n        \"description\": \"Where Rajesh needs to get his car serviced\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"customer\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"referrer\"\n        },\n        {\n          \"entity\": \"Ravi\",\n          \"type\": \"owner\"\n        },\n        {\n          \"entity\": \"Jayanagar\",\n          \"type\": \"nearby_location\"\n        },\n        {\n          \"entity\": \"Sunday evening\",\n          \"type\": \"service_time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Ravi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"garage owner\",\n        \"description\": \"Owner of Ravi's garage, asked about Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Ravi's garage\",\n          \"type\": \"owner\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"mentioned_by\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"customer_of_garage\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"role\": \"neighborhood\",\n        \"description\": \"Location near Ravi's garage\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Ravi's garage\",\n          \"type\": \"nearby_location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": \"event time\",\n        \"description\": \"Time of Rajesh's deployment\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"event_participant\"\n        },\n        {\n          \"entity\": \"deployment\",\n          \"type\": \"event\"\n        },\n        {\n          \"entity\": \"Saturday evening\",\n          \"type\": \"same_day\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": \"event time\",\n        \"description\": \"Time Rajesh plans to drive down to Mysore\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"event_participant\"\n        },\n        {\n          \"entity\": \"Mysore\",\n          \"type\": \"destination\"\n        },\n        {\n          \"entity\": \"Saturday morning\",\n          \"type\": \"same_day\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": \"event day\",\n        \"description\": \"Day of temple visit and return trip\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"type\": \"event_day\"\n        },\n        {\n          \"entity\": \"Sunday morning\",\n          \"type\": \"sub_event\"\n        },\n        {\n          \"entity\": \"Sunday evening\",\n          \"type\": \"sub_event\"\n        },\n        {\n          \"entity\": \"mysore pak\",\n          \"type\": \"consumption_day\"\n        },\n        {\n          \"entity\": \"Ravi's garage\",\n          \"type\": \"service_day\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"reminder_giver\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": \"event time\",\n        \"description\": \"Time of temple visit\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"type\": \"event_time\"\n        },\n        {\n          \"entity\": \"Sunday\",\n          \"type\": \"sub_event\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": \"event time\",\n        \"description\": \"Time Rajesh plans to drop off his car and head back\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"event_participant\"\n        },\n        {\n          \"entity\": \"Ravi's garage\",\n          \"type\": \"service_time\"\n        },\n        {\n          \"entity\": \"Sunday\",\n          \"type\": \"sub_event\"\n        },\n        {\n          \"entity\": \"Saturday evening\",\n          \"type\": \"next_day\"\n        }\n      ]\n    },\n    {\n      \"name\": \"deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": \"professional obligation\",\n        \"description\": \"Work-related task Rajesh has on Saturday morning\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"participant\"\n        },\n        {\n          \"entity\": \"Saturday morning\",\n          \"type\": \"event_time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": \"festive occasion\",\n        \"description\": \"Last time Rajesh saw Suresh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"attendee\"\n        }\n      ]\n    },\n    {\n      \"name\": \"this weekend\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": \"time frame\",\n        \"description\": \"Period including Saturday and Sunday\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Saturday morning\",\n          \"type\": \"contains\"\n        },\n        {\n          \"entity\": \"Saturday evening\",\n          \"type\": \"contains\"\n        },\n        {\n          \"entity\": \"Sunday\",\n          \"type\": \"contains\"\n        },\n        {\n          \"entity\": \"deployment\",\n          \"type\": \"contains\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "model_display": "Qwen3 32B (Local)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationship\": \"Rajesh's father\"\n      },\n      \"relationships\": [\n        \"speaks to Rajesh\",\n        \"mentions Amma\",\n        \"mentions Suresh and his wife\",\n        \"mentions Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationship\": \"Appa's and Amma's son\"\n      },\n      \"relationships\": [\n        \"speaks to Appa\",\n        \"plans to visit Amma\",\n        \"plans to meet Suresh\",\n        \"plans to bring coffee for Amma\",\n        \"has a car service due\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"relationship\": \"Rajesh's mother\"\n      },\n      \"relationships\": [\n        \"mentioned by Appa and Rajesh\",\n        \"likes Mysore pak\",\n        \"likes organic coffee from Coorg\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin\",\n        \"relationship\": \"Rajesh's cousin\"\n      },\n      \"relationships\": [\n        \"coming to the temple with his wife\",\n        \"last seen by Rajesh at Diwali\"\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari Temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"temple to be visited on Sunday morning\"\n      },\n      \"relationships\": [\n        \"planned visit by Appa, Rajesh, and Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Amma's favorite sweet\"\n      },\n      \"relationships\": [\n        \"mentioned by Appa as Amma's favorite\"\n      ]\n    },\n    {\n      \"name\": \"Organic Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"from Coorg, requested by Amma\"\n      },\n      \"relationships\": [\n        \"Rajesh plans to bring it for Amma\"\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"origin of the organic coffee\"\n      },\n      \"relationships\": [\n        \"source of the coffee Rajesh is bringing\"\n      ]\n    },\n    {\n      \"name\": \"Ravi's Garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"near Jayanagar\",\n        \"description\": \"car service provider\"\n      },\n      \"relationships\": [\n        \"Rajesh's car service is due there\",\n        \"Ravi is the owner\"\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location near Ravi's garage\"\n      },\n      \"relationships\": [\n        \"location of Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"last time Rajesh saw Suresh\"\n      },\n      \"relationships\": [\n        \"mentioned as the last meeting between Rajesh and Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day of deployment and planned travel\"\n      },\n      \"relationships\": [\n        \"Rajesh has a deployment on Saturday morning\",\n        \"plans to drive down in the evening\"\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day of temple visit and return\"\n      },\n      \"relationships\": [\n        \"planned temple visit on Sunday morning\",\n        \"Rajesh plans to drop off his car for service in the evening\"\n      ]\n    }\n  ]\n}\n```",
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        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationship\": \"Rajesh's father\"\n      },\n      \"relationships\": [\n        \"speaks to Rajesh\",\n        \"mentions Amma\",\n        \"mentions Suresh and his wife\",\n        \"mentions the temple visit\",\n        \"mentions the car service\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationship\": \"Appa's son\"\n      },\n      \"relationships\": [\n        \"speaks to Appa\",\n        \"plans to visit Amma\",\n        \"mentions deployment and car service\",\n        \"plans to bring organic coffee\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"relationship\": \"Rajesh's mother\"\n      },\n      \"relationships\": [\n        \"mentioned by Appa\",\n        \"loves Mysore pak\",\n        \"will receive organic coffee from Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin\",\n        \"relationship\": \"Rajesh's cousin\"\n      },\n      \"relationships\": [\n        \"mentioned by Appa\",\n        \"visiting with his wife\",\n        \"last seen at Diwali\"\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari Temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"temple visit planned for Sunday morning\"\n      },\n      \"relationships\": [\n        \"visit planned by Appa and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Amma's favorite sweet\"\n      },\n      \"relationships\": [\n        \"made by Appa for Amma\"\n      ]\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"work deployment on Saturday morning\"\n      },\n      \"relationships\": [\n        \"Rajesh's schedule conflict\"\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"last time Rajesh saw Suresh\"\n      },\n      \"relationships\": [\n        \"mentioned in the context of Suresh's last visit\"\n      ]\n    },\n    {\n      \"name\": \"Organic Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"from Coorg, requested by Amma\"\n      },\n      \"relationships\": [\n        \"to be brought by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"origin of the organic coffee\"\n      },\n      \"relationships\": [\n        \"source of the coffee Rajesh will bring\"\n      ]\n    },\n    {\n      \"name\": \"Car Service\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"due for Rajesh's car\"\n      },\n      \"relationships\": [\n        \"mentioned by Appa\",\n        \"to be handled at Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Ravi's Garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"near Jayanagar\"\n      },\n      \"relationships\": [\n        \"mentioned as the car service location\"\n      ]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"area near Ravi's garage\"\n      },\n      \"relationships\": [\n        \"location of Ravi's garage\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day of deployment and planned drive\"\n      },\n      \"relationships\": [\n        \"Rajesh's deployment day\",\n        \"planned drive to visit Amma\"\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day of temple visit and car service\"\n      },\n      \"relationships\": [\n        \"planned temple visit\",\n        \"planned car service\"\n      ]\n    }\n  ]\n}\n```",
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        "model": "mistral-small",
        "model_display": "Mistral Small 3.2 (24B, Local)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"relation\": \"son\"\n        },\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"son\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"relation\": \"cousin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"father\"\n        },\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"husband\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"mother\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"relation\": \"wife\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Cousin of Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"cousin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh's wife\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Wife of Suresh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relation\": \"wife\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Favorite sweet of Amma\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"favorite food\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"day of visit\"\n        },\n        {\n          \"entity\": \"Chamundeshwari temple\",\n          \"relation\": \"day of visit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"day of deployment and visit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Sunday\",\n          \"relation\": \"location to visit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"last seen Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Organic coffee from Coorg\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"item to bring\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Ravi's garage near Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"car service location\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "tokens_in": 0,
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      },
      {
        "model": "nemotron-3-nano",
        "model_display": "Nemotron 3 Nano 30B (Local)",
        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"description\": \"Rajesh's father, referred to as 'Appa'\"\n      },\n      \"relationships\": [\"father of Rajesh\", \"husband of Amma\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"description\": \"Conversing with Appa; mentions deployment and car service\"\n      },\n      \"relationships\": [\"son of Appa and Amma\", \"cousin of Suresh (friend)\", \"plans to bring coffee for Amma\", \"asks for reminder from Appa\"]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"description\": \"Likes Mysore pak; requested organic coffee from Coorg\"\n      },\n      \"relationships\": [\"mother of Rajesh\", \"wife of Appa\", \"favorite Mysore pak\"]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relation\": \"cousin\",\n        \"description\": \"Coming to the temple with his wife\"\n      },\n      \"relationships\": [\"cousin of Rajesh\", \"friend of Rajesh\", \"attending Chamundeshwari temple with wife\"]\n    },\n    {\n      \"name\": \"Wife of Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"Spouse of Suresh, no name given\"\n      },\n      \"relationships\": [\"wife of Suresh\", \"attending Chamundeshwari temple with Suresh\"]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Temple they will visit on Sunday morning\"\n      },\n      \"relationships\": [\"destination for Sunday morning event\", \"visited by Appa, Rajesh, Amma, Suresh and his wife\"]\n    },\n    {\n      \"name\": \"Coorg\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Region known for coffee production\"\n      },\n      \"relationships\": [\"source of organic coffee requested by Amma\"]\n    },\n    {\n      \"name\": \"Organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Specific coffee from Coorg that Amma asked about\"\n      },\n      \"relationships\": [\"requested by Amma\", \"to be brought by Rajesh\"]\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Work deployment scheduled on Saturday morning\"\n      },\n      \"relationships\": [\"occurs on Saturday morning\", \"affects Rajesh's schedule\"]\n    },\n    {\n      \"name\": \"Saturday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time of the deployment event\"\n      },\n      \"relationships\": [\"part of Deployment\", \"precedes Saturday evening\"]\n    },\n    {\n      \"name\": \"Saturday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Planned driving down time after deployment\"\n      },\n      \"relationships\": [\"after Deployment\", \"before returning Sunday evening\"]\n    },\n    {\n      \"name\": \"Sunday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time of temple visit\"\n      },\n      \"relationships\": [\"when they will go to Chamundeshwari temple\"]\n    },\n    {\n      \"name\": \"Sunday evening\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Planned car drop\u2011off time before heading back\"\n      },\n      \"relationships\": [\"after temple visit\", \"before returning\"]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Festival; last time Rajesh saw Suresh\"\n      },\n      \"relationships\": [\"past event where Suresh was seen\"]\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Garage near Jayanagar where car service is due; owned by Ravi\"\n      },\n      \"relationships\": [\"location for car service\", \"referred to by Appa via Ravi\"]\n    },\n    {\n      \"name\": \"Jayanagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Neighborhood where Ravi's garage is located\"\n      },\n      \"relationships\": [\"near which Ravi's garage is situated\"]\n    },\n    {\n      \"name\": \"Car service\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Maintenance of Rajesh's car, due soon\"\n      },\n      \"relationships\": [\"to be dropped off at Ravi's garage\", \"reminded by Appa\"]\n    },\n    {\n      \"name\": \"Mysore pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Sweet that Amma loves and considers her favorite\"\n      },\n      \"relationships\": [\"favorite of Amma\", \"mentioned as part of Sunday plan\"]\n    }\n  ]\n}",
        "latency_ms": 57659.5,
        "tokens_in": 334,
        "tokens_out": 4046
      },
      {
        "model": "qwen35-35b-a3b",
        "model_display": "Qwen3.5-35B-A3B Q4 (Local)",
        "transcript_id": "weekend_family",
        "transcript_title": "Weekend Plans with Appa",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"status\": \"busy\",\n        \"location\": \"current city\"\n      },\n      \"relationships\": [\"Son of Appa\", \"Cousin of Suresh\", \"Friend of Ravi\"]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"mood\": \"caring\"\n      },\n      \"relationships\": [\"Father of Rajesh\", \"Son of Amma\"]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"preference\": \"likes Mysore Pak\"\n      },\n      \"relationships\": [\"Mother of Rajesh\", \"Wife of Appa\"]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin\",\n        \"status\": \"absent for months\"\n      },\n      \"relationships\": [\"Cousin of Rajesh\", \"Wife of Suresh attending event\"]\n    },\n    {\n      \"name\": \"Chamundeshwari temple\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"location\": \"Mysore\",\n        \"purpose\": \"religious visit\"\n      },\n      \"relationships\": [\"Destination for Sunday morning visit\"]\n    },\n    {\n      \"name\": \"Sunday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"morning and evening\",\n        \"event\": \"temple visit and car service\"\n      },\n      \"relationships\": [\"Date of temple visit\", \"Date of car service drop-off\"]\n    },\n    {\n      \"name\": \"Saturday morning\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"morning\",\n        \"event\": \"deployment\"\n      },\n      \"relationships\": [\"Time of Rajesh's work deployment\"]\n    },\n    {\n      \"name\": \"Ravi's garage\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"near Jayanagar\",\n        \"service\": \"car service\"\n      },\n      \"relationships\": [\"Location for car service\"]\n    },\n    {\n      \"name\": \"Mysore Pak\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"food\",\n        \"status\": \"Amma's favorite\"\n      },\n      \"relationships\": [\"Dish to be prepared by Amma\"]\n    },\n    {\n      \"name\": \"Organic coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"origin\": \"Coorg\",\n        \"status\": \"requested by Amma\"\n      },\n      \"relationships\": [\"Item Rajesh will bring\"]\n    },\n    {\n      \"name\": \"Diwali\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"time\": \"past\",\n        \"context\": \"last meeting\"\n      },\n      \"relationships\": [\"Last time Rajesh and Suresh met\"]\n    },\n    {\n      \"name\": \"Deployment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"Saturday morning\",\n        \"impact\": \"conflicts with travel plans\"\n      },\n      \"relationships\": [\"Work event affecting Rajesh's schedule\"]\n    }\n  ]\n}\n```",
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      }
    ]
  },
  "work_standup": {
    "title": "Monday Standup Meeting",
    "models": [
      {
        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": " ```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"team lead\",\n        \"responsibilities\": [\"scheduling reviews\", \"filing tickets\", \"coordinating tasks\"]\n      },\n      \"relationships\": {\n        \"manages\": [\"Rajesh\", \"Vikram\"],\n        \"coordinates_with\": [\"security team\"]\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\",\n        \"current_tasks\": [\"webhook retry logic\", \"API audit report\"],\n        \"expertise\": \"original schema\"\n      },\n      \"relationships\": {\n        \"works_with\": [\"Vikram\"],\n        \"needs_review_from\": [\"Priya\"],\n        \"needs_to_provide\": [\"API audit report to security team\"]\n      }\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\",\n        \"current_task\": \"database migration\",\n        \"challenges\": [\"foreign key constraints\", \"staging environment down\"]\n      },\n      \"relationships\": {\n        \"needs_help_from\": [\"Rajesh\"],\n        \"assigned_to_pair_with\": [\"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"completed\",\n        \"PR_number\": \"847\",\n        \"blocking\": \"auth changes\"\n      },\n      \"relationships\": {\n        \"reviewed_by\": [\"Priya (pending)\"],\n        \"authored_by\": [\"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"current_status\": \"in progress\",\n        \"bug\": \"failed webhooks not retried after third attempt\"\n      },\n      \"relationships\": {\n        \"being_worked_on_by\": [\"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"database migration\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"in progress\",\n        \"challenges\": [\"foreign key constraints on user_sessions table\"]\n      },\n      \"relationships\": {\n        \"needs_help_with\": [\"Rajesh\"],\n        \"deadline\": \"Wednesday\"\n      }\n    },\n    {\n      \"name\": \"staging environment\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"status\": \"down\",\n        \"requires_action\": \"restart Docker containers\"\n      },\n      \"relationships\": {\n        \"needs_attention_from\": [\"team\"]\n      }\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"deadline\": \"Thursday\",\n        \"recipient\": \"security team\"\n      },\n      \"relationships\": {\n        \"needs_to_be_prepared_by\": [\"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"security team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"recipient of API audit report\"\n      },\n      \"relationships\": {\n        \"needs_to_receive\": [\"API audit report from Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": \"deadline for database migration\"\n      },\n      \"relationships\": {\n        \"associated_with\": [\"database migration\"]\n      }\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": \"deadline for API audit report\"\n      },\n      \"relationships\": {\n        \"associated_with\": [\"API audit report\"]\n      }\n    }\n  ]\n}\n```",
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      },
      {
        "model": "gemini-flash-lite",
        "model_display": "Gemini 2.5 Flash-Lite",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"standup facilitator\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"facilitates\",\n          \"target\": \"standup\"\n        },\n        {\n          \"type\": \"assigns\",\n          \"target\": \"Vikram\",\n          \"attributes\": {\n            \"task\": \"pair with Rajesh on migration issue\"\n          }\n        },\n        {\n          \"type\": \"assigns\",\n          \"target\": \"Rajesh\",\n          \"attributes\": {\n            \"task\": \"pair with Vikram on migration issue\"\n          }\n        },\n        {\n          \"type\": \"assigns\",\n          \"target\": \"Rajesh\",\n          \"attributes\": {\n            \"task\": \"block two hours tomorrow for API audit report\"\n          }\n        },\n        {\n          \"type\": \"will review\",\n          \"target\": \"PR 847\",\n          \"attributes\": {\n            \"time\": \"after lunch, maybe around 2 PM\"\n          }\n        },\n        {\n          \"type\": \"will file\",\n          \"target\": \"ticket for staging\"\n        }\n      ]\n    },\n    {\n      \"name\": \"standup\",\n      \"type\": \"event\",\n      \"relationships\": [\n        {\n          \"type\": \"facilitated by\",\n          \"target\": \"Priya\"\n        },\n        {\n          \"type\": \"participants\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"participants\",\n          \"target\": \"Vikram\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"participates in\",\n          \"target\": \"standup\"\n        },\n        {\n          \"type\": \"finished\",\n          \"target\": \"API refactor\",\n          \"attributes\": {\n            \"time\": \"Friday\"\n          }\n        },\n        {\n          \"type\": \"created\",\n          \"target\": \"PR 847\"\n        },\n        {\n          \"type\": \"needs review of\",\n          \"target\": \"PR 847\",\n          \"attributes\": {\n            \"urgency\": \"preferably today\",\n            \"reason\": \"blocks auth changes\"\n          }\n        },\n        {\n          \"type\": \"working on\",\n          \"target\": \"webhook retry logic\"\n        },\n        {\n          \"type\": \"wrote\",\n          \"target\": \"original schema\",\n          \"attributes\": {\n            \"context\": \"user_sessions table\"\n          }\n        },\n        {\n          \"type\": \"promised to send\",\n          \"target\": \"API audit report\",\n          \"attributes\": {\n            \"recipient\": \"security team\",\n            \"deadline\": \"Thursday\"\n          }\n        },\n        {\n          \"type\": \"assigned to pair\",\n          \"target\": \"Vikram\",\n          \"attributes\": {\n            \"task\": \"migration issue\",\n            \"time\": \"after standup\"\n          }\n        },\n        {\n          \"type\": \"assigned to block time\",\n          \"target\": \"tomorrow\",\n          \"attributes\": {\n            \"duration\": \"two hours\",\n            \"task\": \"API audit report\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"finished\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"completed by\",\n          \"target\": \"Rajesh\",\n          \"attributes\": {\n            \"time\": \"Friday\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"relationships\": [\n        {\n          \"type\": \"date of completion\",\n          \"target\": \"API refactor\"\n        }\n      ]\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"up\",\n        \"description\": \"API refactor PR\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"created by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"needs review\",\n          \"target\": \"Rajesh\",\n          \"attributes\": {\n            \"urgency\": \"preferably today\",\n            \"reason\": \"blocks auth changes\"\n          }\n        },\n        {\n          \"type\": \"will be reviewed by\",\n          \"target\": \"Priya\",\n          \"attributes\": {\n            \"time\": \"after lunch, maybe around 2 PM\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"auth changes\",\n      \"type\": \"topic\",\n      \"relationships\": [\n        {\n          \"type\": \"blocked by\",\n          \"target\": \"PR 847\"\n        }\n      ]\n    },\n    {\n      \"name\": \"webhook retry logic\",\n      \"type\": \"topic\",\n      \"relationships\": [\n        {\n          \"type\": \"being worked on by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"failed webhooks\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"issue\": \"aren't getting retried after the third attempt\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"related to\",\n          \"target\": \"webhook retry logic\"\n        }\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"relationships\": [\n        {\n          \"type\": \"time for review\",\n          \"target\": \"PR 847\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"participates in\",\n          \"target\": \"standup\"\n        },\n        {\n          \"type\": \"working on\",\n          \"target\": \"database migration\"\n        },\n        {\n          \"type\": \"hit a snag with\",\n          \"target\": \"foreign key constraints\",\n          \"attributes\": {\n            \"context\": \"user_sessions table\"\n          }\n        },\n        {\n          \"type\": \"might need help from\",\n          \"target\": \"Rajesh\",\n          \"attributes\": {\n            \"reason\": \"original schema\"\n          }\n        },\n        {\n          \"type\": \"assigned to pair\",\n          \"target\": \"Rajesh\",\n          \"attributes\": {\n            \"task\": \"migration issue\",\n            \"time\": \"after standup\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"database migration\",\n      \"type\": \"topic\",\n      \"relationships\": [\n        {\n          \"type\": \"being worked on by\",\n          \"target\": \"Vikram\"\n        },\n        {\n          \"type\": \"needs to be done by\",\n          \"target\": \"Wednesday\",\n          \"attributes\": {\n            \"reason\": \"for the release\"\n          }\n        },\n        {\n          \"type\": \"issue with\",\n          \"target\": \"foreign key constraints\",\n          \"attributes\": {\n            \"context\": \"user_sessions table\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"foreign key constraints\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"context\": \"user_sessions table\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"caused a snag for\",\n          \"target\": \"Vikram\"\n        }\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"relationships\": [\n        {\n          \"type\": \"has foreign key constraints\",\n          \"target\": \"foreign key constraints\"\n        },\n        {\n          \"type\": \"schema written by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"staging environment\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"status\": \"down\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"needs restart of\",\n          \"target\": \"Docker containers\"\n        },\n        {\n          \"type\": \"ticket to be filed for\",\n          \"target\": \"Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"relationships\": [\n        {\n          \"type\": \"need to be restarted for\",\n          \"target\": \"staging environment\"\n        }\n      ]\n    },\n    {\n      \"name\": \"ticket for staging\",\n      \"type\": \"object\",\n      \"relationships\": [\n        {\n          \"type\": \"will be filed by\",\n          \"target\": \"Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"relationships\": [\n        {\n          \"type\": \"deadline for\",\n          \"target\": \"database migration\",\n          \"attributes\": {\n            \"reason\": \"for the release\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"release\",\n      \"type\": \"event\",\n      \"relationships\": [\n        {\n          \"type\": \"requires completion by\",\n          \"target\": \"Wednesday\",\n          \"attributes\": {\n            \"task\": \"database migration\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"security team\",\n      \"type\": \"organization\",\n      \"relationships\": [\n        {\n          \"type\": \"recipient of\",\n          \"target\": \"API audit report\",\n          \"attributes\": {\n            \"deadline\": \"Thursday\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"relationships\": [\n        {\n          \"type\": \"to be sent to\",\n          \"target\": \"security team\",\n          \"attributes\": {\n            \"deadline\": \"Thursday\"\n          }\n        },\n        {\n          \"type\": \"to be started by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"Rajesh assigned to block time for\",\n          \"target\": \"tomorrow\",\n          \"attributes\": {\n            \"duration\": \"two hours\"\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"relationships\": [\n        {\n          \"type\": \"deadline for\",\n          \"target\": \"API audit report\"\n        }\n      ]\n    },\n    {\n      \"name\": \"tomorrow\",\n      \"type\": \"date\",\n      \"relationships\": [\n        {\n          \"type\": \"time for Rajest to block\",\n          \"target\": \"API audit report\",\n          \"attributes\": {\n            \"duration\": \"two hours\"\n          }\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 6886.7,
        "tokens_in": 379,
        "tokens_out": 2712
      },
      {
        "model": "claude-haiku",
        "model_display": "Claude Haiku 4.5",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team lead/Manager\",\n        \"responsibilities\": \"Running standup, task allocation, ticket filing\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"manages/assigns tasks\"\n        },\n        {\n          \"entity\": \"Vikram\",\n          \"relationship\": \"manages/assigns tasks\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"current_tasks\": [\n          \"Webhook retry logic bug fix\",\n          \"API audit report (due Thursday)\"\n        ],\n        \"expertise\": \"Schema design\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"PR 847\",\n          \"relationship\": \"author\"\n        },\n        {\n          \"entity\": \"Vikram\",\n          \"relationship\": \"will pair on database migration\"\n        },\n        {\n          \"entity\": \"API refactor\",\n          \"relationship\": \"completed\"\n        },\n        {\n          \"entity\": \"Security team\",\n          \"relationship\": \"needs to deliver audit report to\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"current_tasks\": [\n          \"Database migration\",\n          \"Foreign key constraints issue on user_sessions table\"\n        ]\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"will pair with on migration\"\n        },\n        {\n          \"entity\": \"Database migration\",\n          \"relationship\": \"working on\"\n        },\n        {\n          \"entity\": \"Staging environment\",\n          \"relationship\": \"blocked by downtime\"\n        }\n      ]\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"API refactor pull request\",\n        \"status\": \"Awaiting review\",\n        \"priority\": \"High - blocks auth changes\",\n        \"author\": \"Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"authored by\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"relationship\": \"will review at 2 PM\"\n        },\n        {\n          \"entity\": \"Auth changes\",\n          \"relationship\": \"blocks\"\n        }\n      ]\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Completed\",\n        \"completion_date\": \"Friday\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"completed by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Bug fix for failed webhooks not retrying after third attempt\",\n        \"status\": \"In progress\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"working on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Database migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"In progress\",\n        \"deadline\": \"Wednesday\",\n        \"blockers\": [\n          \"Foreign key constraints on user_sessions table\"\n        ],\n        \"purpose\": \"Required for release\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Vikram\",\n          \"relationship\": \"working on\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"will pair on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Database table\",\n        \"issue\": \"Foreign key constraints problem\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Vikram\",\n          \"relationship\": \"working on constraints\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Staging environment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Down\",\n        \"component\": \"Docker containers\",\n        \"action_required\": \"Restart Docker containers\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Priya\",\n          \"relationship\": \"will file ticket for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"deadline\": \"Thursday\",\n        \"status\": \"Not started\",\n        \"estimated_effort\": \"2 hours\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"responsible for creating\"\n        },\n        {\n          \"entity\": \"Security team\",\n          \"relationship\": \"recipient of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Security team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Internal security team\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"receiving API audit report from\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Blocked\",\n        \"blocker\": \"PR 847 review\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"PR 847\",\n          \"relationship\": \"blocked by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"relative_time\": \"Past day in current week\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"API refactor\",\n          \"relationship\": \"completion date\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"relative_time\": \"Future day in current week\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Database migration\",\n          \"relationship\": \"deadline\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"relative_time\": \"Future day in current week\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"API audit report\",\n          \"relationship\": \"deadline\"\n        }\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time slot\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"PR 847\",\n          \"relationship\": \"scheduled review time\"\n        }\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead/Manager (implied)\",\n        \"description\": \"Directs the standup, assigns tasks, reviews work.\"\n      },\n      \"relationships\": [\n        { \"type\": \"directs\", \"target\": \"Rajesh\" },\n        { \"type\": \"directs\", \"target\": \"Vikram\" },\n        { \"type\": \"will review\", \"target\": \"PR 847\" },\n        { \"type\": \"will file ticket for\", \"target\": \"Staging Environment\" }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Finished API refactor, working on webhook retry logic, wrote original schema, needs to send API audit report.\"\n      },\n      \"relationships\": [\n        { \"type\": \"reports to\", \"target\": \"Priya\" },\n        { \"type\": \"finished\", \"target\": \"API Refactor\" },\n        { \"type\": \"created\", \"target\": \"PR 847\" },\n        { \"type\": \"working on\", \"target\": \"Webhook Retry Logic\" },\n        { \"type\": \"wrote\", \"target\": \"Original Schema\" },\n        { \"type\": \"will pair with\", \"target\": \"Vikram\" },\n        { \"type\": \"needs to send\", \"target\": \"API Audit Report\" },\n        { \"type\": \"promised to\", \"target\": \"Security Team\" }\n      ]\n    },\n    {\n      \"name\": \"Standup\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily team meeting.\"\n      },\n      \"relationships\": [\n        { \"type\": \"involves\", \"target\": \"Priya\" },\n        { \"type\": \"involves\", \"target\": \"Rajesh\" },\n        { \"type\": \"involves\", \"target\": \"Vikram\" }\n      ]\n    },\n    {\n      \"name\": \"API Refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Finished\",\n        \"completion_date\": \"Friday\"\n      },\n      \"relationships\": [\n        { \"type\": \"completed by\", \"target\": \"Rajesh\" },\n        { \"type\": \"resulted in\", \"target\": \"PR 847\" },\n        { \"type\": \"blocks\", \"target\": \"Auth Changes\" }\n      ]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day the API refactor was finished.\"\n      },\n      \"relationships\": [\n        { \"type\": \"date of\", \"target\": \"API Refactor\" }\n      ]\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Pull Request\",\n        \"status\": \"Up, needs review\",\n        \"priority\": \"High, blocks auth changes\"\n      },\n      \"relationships\": [\n        { \"type\": \"created by\", \"target\": \"Rajesh\" },\n        { \"type\": \"related to\", \"target\": \"API Refactor\" },\n        { \"type\": \"blocks\", \"target\": \"Auth Changes\" },\n        { \"type\": \"will be reviewed by\", \"target\": \"Priya\" }\n      ]\n    },\n    {\n      \"name\": \"Auth Changes\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Blocked\"\n      },\n      \"relationships\": [\n        { \"type\": \"blocked by\", \"target\": \"PR 847",
        "latency_ms": 16752.3,
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      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead / Facilitator\",\n        \"description\": \"Leads the standup meeting and manages task assignments.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"Will review Rajesh's PR\"\n        },\n        {\n          \"target\": \"Vikram\",\n          \"relation\": \"Assigned Vikram to pair with Rajesh\"\n        },\n        {\n          \"target\": \"Staging environment\",\n          \"relation\": \"Will file a ticket for its recovery\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Author of the original database schema and the API refactor.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"PR #847\",\n          \"relation\": \"Created the pull request\"\n        },\n        {\n          \"target\": \"Vikram\",\n          \"relation\": \"Requested to help Vikram with migration issues\"\n        },\n        {\n          \"target\": \"Security team\",\n          \"relation\": \"Owes them an API audit report\"\n        },\n        {\n          \"target\": \"Webhook retry logic\",\n          \"relation\": \"Currently working on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Currently working on database migration.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Database migration\",\n          \"relation\": \"Primary owner of the task\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"Needs help from Rajesh on schema issues\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Standup\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily status meeting\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Priya\",\n          \"relation\": \"Participant\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"Participant\"\n        },\n        {\n          \"target\": \"Vikram\",\n          \"relation\": \"Participant\"\n        }\n      ]\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Finished\",\n        \"completion_date\": \"Friday\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"PR #847\",\n          \"relation\": \"Associated with this pull request\"\n        }\n      ]\n    },\n    {\n      \"name\": \"PR #847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Pull request for API refactor\",\n        \"status\": \"Awaiting review\",\n        \"priority\": \"High\",\n        \"blocks\": \"Auth changes\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Priya\",\n          \"relation\": \"To be reviewed by Priya at 2 PM\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"In progress\",\n        \"bug_details\": \"Failed webhooks not retried after the third attempt\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"Assigned to Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Database migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Blocked\",\n        \"issue\": \"Foreign key constraints on user_sessions table\",\n        \"deadline\": \"Wednesday\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Vikram\",\n          \"relation\": \"Assigned to Vikram\"\n        },\n        {\n          \"target\": \"Release\",\n          \"relation\": \"Must be done before the release\"\n        }\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Database table causing migration issues\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Database migration\",\n          \"relation\": \"Part of the migration scope\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Staging environment\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"status\": \"Down\",\n        \"required_action\": \"Restart Docker containers\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Priya\",\n          \"relation\": \"Priya will file a ticket for this\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Security team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Internal department awaiting compliance documentation\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"Expecting report from Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Not started\",\n        \"deadline\": \"Thursday\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"To be authored by Rajesh\"\n        },\n        {\n          \"target\": \"Security team\",\n          \"relation\": \"Deliverable for the team\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Release\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Upcoming software release\",\n        \"dependency\": \"Database migration\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"When API refactor was completed\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for database migration\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for API audit report\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Tomorrow\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time blocked for Rajesh to work on the audit report\"\n      },\n      \"relationships\": []\n    }\n  ]\n}\n```",
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      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team lead / standup facilitator\",\n        \"responsibilities\": \"Coordinating team, filing tickets, making decisions\"\n      },\n      \"relationships\": [\n        \"Manages Rajesh and Vikram\",\n        \"Will file ticket for staging environment\",\n        \"Directs Vikram to pair with Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Software engineer\",\n        \"current_tasks\": \"Webhook retry logic, API audit report\",\n        \"completed_tasks\": \"API refactor\"\n      },\n      \"relationships\": [\n        \"Authored PR #847\",\n        \"Wrote original database schema\",\n        \"Needs to pair with Vikram on migration\",\n        \"Promised security team an API audit report\",\n        \"Reports to Priya\"\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Software engineer\",\n        \"current_tasks\": \"Database migration\",\n        \"blockers\": \"Foreign key constraints on user_sessions table, staging environment down\"\n      },\n      \"relationships\": [\n        \"Needs Rajesh's help with database migration\",\n        \"Directed by Priya to pair with Rajesh\",\n        \"Reports to Priya\"\n      ]\n    },\n    {\n      \"name\": \"PR #847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Pull request for the API refactor\",\n        \"status\": \"Open, awaiting review\",\n        \"priority\": \"High \u2014 blocks auth changes\"\n      },\n      \"relationships\": [\n        \"Authored by Rajesh\",\n        \"To be reviewed by Priya around 2 PM\",\n        \"Blocks auth changes\"\n      ]\n    },\n    {\n      \"name\": \"API Refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Completed Friday\",\n        \"artifact\": \"PR #847\"\n      },\n      \"relationships\": [\n        \"Completed by Rajesh\",\n        \"Blocks auth changes\"\n      ]\n    },\n    {\n      \"name\": \"Auth Changes\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Authentication-related code changes\",\n        \"status\": \"Blocked pending PR #847 review\"\n      },\n      \"relationships\": [\n        \"Blocked by PR #847\"\n      ]\n    },\n    {\n      \"name\": \"Webhook Retry Logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Logic to retry failed webhooks\",\n        \"bug\": \"Failed webhooks not retrying after the third attempt\",\n        \"status\": \"In progress\"\n      },\n      \"relationships\": [\n        \"Being worked on by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Database Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"In progress, blocked\",\n        \"blocker\": \"Foreign key constraints on user_sessions table\",\n        \"deadline\": \"Wednesday\"\n      },\n      \"relationships\": [\n        \"Being worked on by Vikram\",\n        \"Requires Rajesh's input\",\n        \"Required for the release\"\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Database table with foreign key constraint issues\",\n        \"original_author\": \"Rajesh\"\n      },\n      \"relationships\": [\n        \"Part of database migration\",\n        \"Causing blocker for Vikram\"\n      ]\n    },\n    {\n      \"name\": \"Staging Environment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Down\",\n        \"fix_needed\": \"Restart Docker containers\"\n      },\n      \"relationships\": [\n        \"Priya to file a ticket for it\",\n        \"Affects the team's development workflow\"\n      ]\n    },\n    {\n      \"name\": \"Docker Containers\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Containers running the staging environment\",\n        \"action_needed\": \"Restart\"\n      },\n      \"relationships\": [\n        \"Part of staging environment\"\n      ]\n    },\n    {\n      \"name\": \"Staging Environment Ticket\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Ticket to be filed to address the staging environment being down\",\n        \"status\": \"To be created\"\n      },\n      \"relationships\": [\n        \"To be filed by Priya\",\n        \"Related to staging environment\"\n      ]\n    },\n    {\n      \"name\": \"API Audit Report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Security audit report for the API\",\n        \"status\": \"Not started\",\n        \"deadline\": \"Thursday\"\n      },\n      \"relationships\": [\n        \"Promised by Rajesh to the security team\",\n        \"Rajesh to block two hours tomorrow to work on it\"\n      ]\n    },\n    {\n      \"name\": \"Security Team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Internal security team expecting the API audit report\"\n      },\n      \"relationships\": [\n        \"Expecting API audit report from Rajesh by Thursday\"\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for database migration completion\",\n        \"context\": \"Required for the release\"\n      },\n      \"relationships\": [\n        \"Deadline for Vikram's database migration\",\n        \"Tied to the release event\"\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for API audit report submission\"\n      },\n      \"relationships\": [\n        \"Deadline for Rajesh's API audit report to the security team\"\n      ]\n    },\n    {\n      \"name\": \"Tomorrow\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day after standup; Rajesh to block two hours for API audit report\"\n      },\n      \"relationships\": [\n        \"Rajesh to work on API audit report\"\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Priya plans to review PR #847\"\n      },\n      \"relationships\": [\n        \"Priya's scheduled time to review PR #847\"\n      ]\n    },\n    {\n      \"name\": \"Release\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Upcoming product or software release\",\n        \"dependency\": \"Database migration must be completed by Wednesday\"\n      },\n      \"relationships\": [\n        \"Depends on database migration completion\",\n        \"Scheduled around Wednesday\"\n      ]\n    },\n    {\n      \"name\": \"Standup\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily team standup meeting\",\n        \"facilitator\": \"Priya\",\n        \"participants\": \"Priya, Rajesh, Vikram\"\n      },\n      \"relationships\": [\n        \"Facilitated by Priya\",\n        \"Attended by Rajesh and Vikram\"\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "gemini-3-pro",
        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead / Manager (implied)\",\n        \"action\": \"Leading standup\"\n      },\n      \"relationships\": [\n        \"Will review PR #847\",\n        \"Will file ticket for Staging environment\",\n        \"Instructed Vikram to pair with Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\"\n      },\n      \"relationships\": [\n        \"Finished API refactor\",\n        \"Created PR #847\",\n        \"Working on Webhook retry logic\",\n        \"Wrote original schema\",\n        \"Must send API audit report to Security Team\",\n        \"To pair with Vikram\"\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\"\n      },\n      \"relationships\": [\n        \"Working on Database migration\",\n        \"Needs help from Rajesh\",\n        \"Reported Staging environment is down\"\n      ]\n    },\n    {\n      \"name\": \"Standup\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily status meeting\"\n      },\n      \"relationships\": [\n        \"Attendees: Priya, Rajesh, Vikram\"\n      ]\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Finished\"\n      },\n      \"relationships\": [\n        \"Completed by Rajesh\",\n        \"Completed on Friday\"\n      ]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"When API refactor was finished\"\n      ]\n    },\n    {\n      \"name\": \"PR #847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"id\": \"847\",\n        \"status\": \"Up/Needs review\"\n      },\n      \"relationships\": [\n        \"Created by Rajesh\",\n        \"Blocks Auth changes\",\n        \"To be reviewed by Priya\"\n      ]\n    },\n    {\n      \"name\": \"Auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"Blocked by PR #847\"\n      ]\n    },\n    {\n      \"name\": \"Webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"In progress\"\n      },\n      \"relationships\": [\n        \"Being worked on by Rajesh\",\n        \"Contains a bug\"\n      ]\n    },\n    {\n      \"name\": \"Bug\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Failed webhooks not retried after third attempt\"\n      },\n      \"relationships\": [\n        \"Related to Webhook retry logic\"\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"After lunch\"\n      },\n      \"relationships\": [\n        \"Time Priya will review PR #847\"\n      ]\n    },\n    {\n      \"name\": \"Database migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"In progress\",\n        \"issue\": \"Snag with foreign key constraints\"\n      },\n      \"relationships\": [\n        \"Being worked on by Vikram\",\n        \"Due by Wednesday\"\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"issue\": \"Foreign key constraints\"\n      },\n      \"relationships\": [\n        \"Part of Database migration\"\n      ]\n    },\n    {\n      \"name\": \"Original schema\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"Written by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Staging environment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Down\"\n      },\n      \"relationships\": [\n        \"Needs Docker containers restarted\",\n        \"Priya will file a ticket for it\"\n      ]\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"Need restarting\"\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Deadline\"\n      },\n      \"relationships\": [\n        \"Deadline for Database migration\",\n        \"Day of Release\"\n      ]\n    },\n    {\n      \"name\": \"Release\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"Scheduled for Wednesday\"\n      ]\n    },\n    {\n      \"name\": \"Security Team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"Expecting API audit report\"\n      ]\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Not started\"\n      },\n      \"relationships\": [\n        \"Promised by Rajesh\",\n        \"Due Thursday\"\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Deadline\"\n      },\n      \"relationships\": [\n        \"Deadline for API audit report\"\n      ]\n    },\n    {\n      \"name\": \"Tomorrow\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"Rajesh to block two hours for API audit report\"\n      ]\n    }\n  ]\n}\n```",
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        "transcript_title": "Monday Standup Meeting",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team lead / Scrum master\",\n        \"description\": \"Runs the standup meeting, assigns tasks, and offers to review PRs and file tickets\"\n      },\n      \"relationships\": [\n        \"Leads standup with Rajesh and Vikram\",\n        \"Will review Rajesh's PR #847 after lunch around 2 PM\",\n        \"Will file a ticket for the staging environment issue\",\n        \"Instructs Vikram to pair with Rajesh on the database migration\",\n        \"Instructs Rajesh to block two hours tomorrow for the API audit report\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Works on API refactor, webhook retry logic, and authored the original database schema\"\n      },\n      \"relationships\": [\n        \"Reports to Priya in standup\",\n        \"Authored PR #847 (API refactor)\",\n        \"Working on webhook retry logic\",\n        \"Wrote the original schema for user_sessions table\",\n        \"Asked to pair with Vikram on the database migration issue\",\n        \"Promised the security team the API audit report by Thursday\"\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Working on database migration, encountered foreign key constraint issues\"\n      },\n      \"relationships\": [\n        \"Reports to Priya in standup\",\n        \"Working on the database migration involving the user_sessions table\",\n        \"Needs Rajesh's help with the foreign key constraints\",\n        \"Instructed to pair with Rajesh after standup\",\n        \"Reported that the staging environment is down\"\n      ]\n    },\n    {\n      \"name\": \"Security team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Internal team that requested the API audit report\"\n      },\n      \"relationships\": [\n        \"Rajesh promised them the API audit report by Thursday\"\n      ]\n    },\n    {\n      \"name\": \"PR #847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Pull request for the API refactor, submitted by Rajesh on Friday\",\n        \"status\": \"Open, awaiting review\"\n      },\n      \"relationships\": [\n        \"Created by Rajesh\",\n        \"Blocks the auth changes\",\n        \"Priya will review it after lunch around 2 PM\"\n      ]\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Refactoring of the API, completed by Rajesh on Friday\",\n        \"status\": \"Code complete, PR submitted\"\n      },\n      \"relationships\": [\n        \"Completed by Rajesh\",\n        \"Represented by PR #847\",\n        \"Blocks the auth changes\"\n      ]\n    },\n    {\n      \"name\": \"Auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Upcoming authentication-related changes that are blocked by the API refactor\"\n      },\n      \"relationships\": [\n        \"Blocked by PR #847 / API refactor\"\n      ]\n    },\n    {\n      \"name\": \"Webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Feature/bug fix work \u2014 failed webhooks are not being retried after the third attempt\",\n        \"status\": \"In progress\"\n      },\n      \"relationships\": [\n        \"Being worked on by Rajesh today\"\n      ]\n    },\n    {\n      \"name\": \"Database migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Migration involving foreign key constraints on the user_sessions table\",\n        \"status\": \"In progress, blocked by foreign key constraint issue\",\n        \"deadline\": \"Wednesday\"\n      },\n      \"relationships\": [\n        \"Being worked on by Vikram\",\n        \"Vikram needs Rajesh's help due to the original schema authorship\",\n        \"Must be completed by Wednesday for the release\"\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Database table with foreign key constraints causing issues during migration\",\n        \"original_author\": \"Rajesh\"\n      },\n      \"relationships\": [\n        \"Original schema written by Rajesh\",\n        \"Source of foreign key constraint issues in the database migration\"\n      ]\n    },\n    {\n      \"name\": \"Staging environment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Staging server/environment currently down\",\n        \"status\": \"Down \u2014 Docker containers need to be restarted\"\n      },\n      \"relationships\": [\n        \"Issue reported by Vikram\",\n        \"Priya will file a ticket for it\"\n      ]\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Containers running the staging environment that need to be restarted\"\n      },\n      \"relationships\": [\n        \"Part of the staging environment\",\n        \"Need to be restarted to bring staging back online\"\n      ]\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Security audit report for the API, promised to the security team\",\n        \"deadline\": \"Thursday\",\n        \"status\": \"Not yet started\"\n      },\n      \"relationships\": [\n        \"Rajesh is responsible for writing it\",\n        \"Promised to the security team by Thursday\",\n        \"Priya instructed Rajesh to block two hours tomorrow for it\"\n      ]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day Rajesh finished the API refactor and submitted PR #847\"\n      },\n      \"relationships\": [\n        \"Rajesh completed the API refactor on this day\"\n      ]\n    },\n    {\n      \"name\": \"Today (standup day)\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Current day of the standup meeting\"\n      },\n      \"relationships\": [\n        \"PR #847 review requested for today\",\n        \"Rajesh working on webhook retry logic today\",\n        \"Vikram and Rajesh to pair after standup today\"\n      ]\n    },\n    {\n      \"name\": \"Tomorrow\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day after standup; Rajesh should block two hours for the API audit report\"\n      },\n      \"relationships\": [\n        \"Rajesh to work on API audit report\"\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for the database migration to be completed\"\n      },\n      \"relationships\": [\n        \"Database migration must be done by this day\",\n        \"Tied to the upcoming release\"\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for the API audit report to be sent to the security team\"\n      },\n      \"relationships\": [\n        \"API audit report due to the security team\"\n      ]\n    },\n    {\n      \"name\": \"Release (Wednesday)\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Upcoming software release scheduled for or dependent on Wednesday completion of the database migration\"\n      },\n      \"relationships\": [\n        \"Depends on completion of the database migration by Wednesday\"\n      ]\n    },\n    {\n      \"name\": \"Standup meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily standup meeting led by Priya with Rajesh and Vikram\"\n      },\n      \"relationships\": [\n        \"Led by Priya\",\n        \"Attended by Rajesh and Vikram\",\n        \"Vikram and Rajesh to pair after this meeting\"\n      ]\n    }\n  ]\n}\n```",
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        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead / Manager\"\n      },\n      \"relationships\": {\n        \"leads\": \"standup\",\n        \"reviews\": \"PR number 847\",\n        \"assigns_task_to\": [\n          \"Vikram\",\n          \"Rajesh\"\n        ]\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\"\n      },\n      \"relationships\": {\n        \"completed\": \"API refactor\",\n        \"created\": \"PR number 847\",\n        \"works_on\": \"webhook retry logic\",\n        \"wrote\": \"original schema\",\n        \"assists\": \"database migration\",\n        \"creates\": \"API audit report\"\n      }\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\"\n      },\n      \"relationships\": {\n        \"works_on\": \"database migration\",\n        \"needs_help_from\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"standup\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A daily team meeting.\"\n      },\n      \"relationships\": {\n        \"led_by\": \"Priya\",\n        \"attended_by\": [\n          \"Rajesh\",\n          \"Vikram\"\n        ]\n      }\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"completed on Friday\"\n      },\n      \"relationships\": {\n        \"completed_by\": \"Rajesh\",\n        \"resulted_in\": \"PR number 847\",\n        \"blocks\": \"auth changes\"\n      }\n    },\n    {\n      \"name\": \"PR number 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A pull request for the API refactor.\",\n        \"status\": \"needs review\"\n      },\n      \"relationships\": {\n        \"created_by\": \"Rajesh\",\n        \"reviewed_by\": \"Priya\"\n      }\n    },\n    {\n      \"name\": \"auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"blocked\"\n      },\n      \"relationships\": {\n        \"blocked_by\": \"API refactor\"\n      }\n    },\n    {\n      \"name\": \"webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"in progress\",\n        \"description\": \"Task to fix a bug where failed webhooks are not retried after the third attempt.\"\n      },\n      \"relationships\": {\n        \"worked_on_by\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"database migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"in progress, blocked\",\n        \"blocker\": \"foreign key constraints on the user_sessions table\",\n        \"deadline\": \"Wednesday\"\n      },\n      \"relationships\": {\n        \"worked_on_by\": \"Vikram\",\n        \"assisted_by\": \"Rajesh\",\n        \"required_for\": \"the release\"\n      }\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A database table causing issues in the migration.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"database migration\"\n      }\n    },\n    {\n      \"name\": \"original schema\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"The initial database schema.\"\n      },\n      \"relationships\": {\n        \"written_by\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"staging environment\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"status\": \"down\",\n        \"required_action\": \"Restart the Docker containers.\"\n      },\n      \"relationships\": {\n        \"ticket_filed_by\": \"Priya\"\n      }\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"need restart\"\n      },\n      \"relationships\": {\n        \"part_of\": \"staging environment\"\n      }\n    },\n    {\n      \"name\": \"the release\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A software deployment scheduled for after Wednesday.\"\n      },\n      \"relationships\": {\n        \"depends_on\": \"database migration\"\n      }\n    },\n    {\n      \"name\": \"security team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": {\n        \"receives\": \"API audit report\"\n      }\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"not started\",\n        \"deadline\": \"Thursday\"\n      },\n      \"relationships\": {\n        \"created",
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        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Standup facilitator\",\n        \"Team lead/manager\"\n      ],\n      \"relationships\": [\n        \"Reviewing PR 847 for Rajesh\",\n        \"Filing a ticket for the staging environment\",\n        \"Directing Vikram and Rajesh to pair program\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Developer\",\n        \"Author of original user_sessions schema\"\n      ],\n      \"relationships\": [\n        \"Finished API refactor\",\n        \"Created PR 847\",\n        \"Working on webhook retry logic\",\n        \"Pairing with Vikram on database migration\",\n        \"Promised API audit report to the security team\"\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Developer\"\n      ],\n      \"relationships\": [\n        \"Working on database migration\",\n        \"Blocked by foreign key constraints on user_sessions table\",\n        \"Pairing with Rajesh to fix migration issue\"\n      ]\n    },\n    {\n      \"name\": \"Standup\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Status meeting\"\n      ],\n      \"relationships\": [\n        \"Attended by Priya, Rajesh, and Vikram\"\n      ]\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Completed task\"\n      ],\n      \"relationships\": [\n        \"Completed by Rajesh on Friday\",\n        \"Resulted in PR 847\"\n      ]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Past day\"\n      ],\n      \"relationships\": [\n        \"Day Rajesh finished the API refactor\"\n      ]\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Pull request\",\n        \"Needs review\"\n      ],\n      \"relationships\": [\n        \"Created by Rajesh\",\n        \"To be reviewed by Priya at 2 PM\",\n        \"Blocks auth changes\"\n      ]\n    },\n    {\n      \"name\": \"Auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Pending task\"\n      ],\n      \"relationships\": [\n        \"Blocked by PR 847\"\n      ]\n    },\n    {\n      \"name\": \"Today\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Current day\"\n      ],\n      \"relationships\": [\n        \"Day Rajesh wants PR 847 reviewed\",\n        \"Day Rajesh is working on webhook retry logic\"\n      ]\n    },\n    {\n      \"name\": \"Webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Contains a bug where failed webhooks are not retried after the third attempt\"\n      ],\n      \"relationships\": [\n        \"Being worked on by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Time after lunch\"\n      ],\n      \"relationships\": [\n        \"Time Priya plans to review PR 847\"\n      ]\n    },\n    {\n      \"name\": \"Database migration\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"In progress\",\n        \"Has a snag with foreign key constraints\",\n        \"Must be completed by Wednesday\"\n      ],\n      \"relationships\": [\n        \"Being worked on by Vikram\",\n        \"Requires Rajesh's help\",\n        \"Required for the upcoming release\"\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Database table\",\n        \"Has foreign key constraints causing issues\"\n      ],\n      \"relationships\": [\n        \"Part of the database migration\",\n        \"Original schema written by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Staging environment\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Server/Infrastructure environment\",\n        \"Currently down\"\n      ],\n      \"relationships\": [\n        \"Needs Docker containers restarted\",\n        \"Priya is filing a ticket for it\"\n      ]\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Infrastructure components\"\n      ],\n      \"relationships\": [\n        \"Associated with the staging environment\",\n        \"Need to be restarted\"\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Deadline\"\n      ],\n      \"relationships\": [\n        \"Deadline for the database migration\",\n        \"Day of the release\"\n      ]\n    },\n    {\n      \"name\": \"Release\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Software deployment\"\n      ],\n      \"relationships\": [\n        \"Scheduled for Wednesday\",\n        \"Depends on the database migration\"\n      ]\n    },\n    {\n      \"name\": \"Security team\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Internal department\"\n      ],\n      \"relationships\": [\n        \"Promised the API audit report by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Document/Report\",\n        \"Not started yet\"\n      ],\n      \"relationships\": [\n        \"Promised to the security team by Rajesh\",\n        \"Due on Thursday\",\n        \"Rajesh needs to block two hours tomorrow to work on it\"\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Deadline\"\n      ],\n      \"relationships\": [\n        \"Deadline for the API audit report\"\n      ]\n    },\n    {\n      \"name\": \"Tomorrow\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Future day\"\n      ],\n      \"relationships\": [\n        \"Day Rajesh will spend two hours working on the API audit report\"\n      ]\n    }\n  ]\n}\n```",
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        "model": "ministral-14b",
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        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"team lead / meeting facilitator\"\n      },\n      \"relationships\": {\n        \"organizations\": [\"team\"],\n        \"people\": [\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"colleague\"\n          },\n          {\n            \"name\": \"Vikram\",\n            \"type\": \"person\",\n            \"relation\": \"colleague\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"organizer\"\n          },\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"task_assigner\"\n          },\n          {\n            \"name\": \"API audit report\",\n            \"type\": \"event\",\n            \"relation\": \"task_assigner\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"software engineer / developer\",\n        \"responsibilities\": [\n          \"API refactor\",\n          \"webhook retry logic\",\n          \"original schema of user_sessions table\",\n          \"API audit report for security team\"\n        ]\n      },\n      \"relationships\": {\n        \"organizations\": [\"team\", \"security team\"],\n        \"people\": [\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"manager/lead\"\n          },\n          {\n            \"name\": \"Vikram\",\n            \"type\": \"person\",\n            \"relation\": \"colleague\"\n          },\n          {\n            \"name\": \"security team\",\n            \"type\": \"organization\",\n            \"relation\": \"reporting\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"participant\"\n          },\n          {\n            \"name\": \"API refactor\",\n            \"type\": \"event\",\n            \"relation\": \"owner\"\n          },\n          {\n            \"name\": \"webhook retry logic\",\n            \"type\": \"event\",\n            \"relation\": \"owner\"\n          },\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"potential_helper\"\n          },\n          {\n            \"name\": \"API audit report\",\n            \"type\": \"event\",\n            \"relation\": \"owner\"\n          }\n        ],\n        \"objects\": [\n          {\n            \"name\": \"PR 847\",\n            \"type\": \"object\",\n            \"relation\": \"creator\"\n          },\n          {\n            \"name\": \"user_sessions table\",\n            \"type\": \"object\",\n            \"relation\": \"schema_author\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"software engineer / developer\",\n        \"responsibilities\": [\"database migration\"]\n      },\n      \"relationships\": {\n        \"organizations\": [\"team\"],\n        \"people\": [\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"manager/lead\"\n          },\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"colleague\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"participant\"\n          },\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"owner\"\n          }\n        ],\n        \"objects\": [\n          {\n            \"name\": \"user_sessions table\",\n            \"type\": \"object\",\n            \"relation\": \"user\"\n          },\n          {\n            \"name\": \"staging environment\",\n            \"type\": \"object\",\n            \"relation\": \"user\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"standup\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"daily team meeting\",\n        \"frequency\": \"daily\",\n        \"purpose\": \"progress updates and blockers\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"organizer\"\n          },\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"participant\"\n          },\n          {\n            \"name\": \"Vikram\",\n            \"type\": \"person\",\n            \"relation\": \"participant\"\n          }\n        ],\n        \"topics\": [\n          {\n            \"name\": \"API refactor\",\n            \"type\": \"topic\",\n            \"relation\": \"discussed\"\n          },\n          {\n            \"name\": \"webhook retry logic\",\n            \"type\": \"topic\",\n            \"relation\": \"discussed\"\n          },\n          {\n            \"name\": \"database migration\",\n            \"type\": \"topic\",\n            \"relation\": \"discussed\"\n          },\n          {\n            \"name\": \"staging environment\",\n            \"type\": \"topic\",\n            \"relation\": \"discussed\"\n          },\n          {\n            \"name\": \"API audit report\",\n            \"type\": \"topic\",\n            \"relation\": \"discussed\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"code refactoring of API\",\n        \"status\": \"completed\",\n        \"date_completed\": \"Friday\",\n        \"blocking\": \"auth changes\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"owner\"\n          },\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"reviewer\"\n          }\n        ],\n        \"objects\": [\n          {\n            \"name\": \"PR 847\",\n            \"type\": \"object\",\n            \"relation\": \"associated\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"discussed\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"pull request for API refactor\",\n        \"status\": \"open\",\n        \"needs\": \"review\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"creator\"\n          },\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"reviewer\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"API refactor\",\n            \"type\": \"event\",\n            \"relation\": \"associated\"\n          },\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"mentioned\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"webhook retry logic\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"logic to retry failed webhooks\",\n        \"status\": \"in_progress\",\n        \"issue\": \"failed webhooks not retried after third attempt\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"owner\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"discussed\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"database migration\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"updating database schema or data\",\n        \"status\": \"in_progress\",\n        \"blocker\": \"foreign key constraints on user_sessions table\",\n        \"deadline\": \"Wednesday\",\n        \"purpose\": \"release preparation\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Vikram\",\n            \"type\": \"person\",\n            \"relation\": \"owner\"\n          },\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"potential_helper\"\n          },\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"task_assigner\"\n          }\n        ],\n        \"objects\": [\n          {\n            \"name\": \"user_sessions table\",\n            \"type\": \"object\",\n            \"relation\": \"affected\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"discussed\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"database table for tracking user sessions\",\n        \"issue\": \"foreign key constraints causing problems\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"schema_author\"\n          },\n          {\n            \"name\": \"Vikram\",\n            \"type\": \"person\",\n            \"relation\": \"user\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"affected\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"staging environment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"development environment for testing\",\n        \"status\": \"down\",\n        \"issue\": \"Docker containers need restarting\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"ticket_filer\"\n          },\n          {\n            \"name\": \"Vikram\",\n            \"type\": \"person\",\n            \"relation\": \"reporter\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"mentioned\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"containerized applications in staging environment\",\n        \"action_needed\": \"restart\"\n      },\n      \"relationships\": {\n        \"objects\": [\n          {\n            \"name\": \"staging environment\",\n            \"type\": \"object\",\n            \"relation\": \"part_of\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"security audit of API\",\n        \"status\": \"not_started\",\n        \"deadline\": \"Thursday\",\n        \"recipient\": \"security team\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"owner\"\n          },\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"task_assigner\"\n          },\n          {\n            \"name\": \"security team\",\n            \"type\": \"organization\",\n            \"relation\": \"recipient\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"discussed\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"security team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"internal team responsible for security audits\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"reporting\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"API audit report\",\n            \"type\": \"event\",\n            \"relation\": \"recipient\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"development team\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"lead\"\n          },\n          {\n            \"name\": \"Rajesh\",\n            \"type\": \"person\",\n            \"relation\": \"member\"\n          },\n          {\n            \"name\": \"Vikram\",\n            \"type\": \"person\",\n            \"relation\": \"member\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"standup\",\n            \"type\": \"event\",\n            \"relation\": \"hosts\"\n          },\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"working_on\"\n          },\n          {\n            \"name\": \"API refactor\",\n            \"type\": \"event\",\n            \"relation\": \"working_on\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day when API refactor was completed\"\n      },\n      \"relationships\": {\n        \"events\": [\n          {\n            \"name\": \"API refactor\",\n            \"type\": \"event\",\n            \"relation\": \"completion_date\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"deadline for database migration\"\n      },\n      \"relationships\": {\n        \"events\": [\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"deadline\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"deadline for API audit report\"\n      },\n      \"relationships\": {\n        \"events\": [\n          {\n            \"name\": \"API audit report\",\n            \"type\": \"event\",\n            \"relation\": \"deadline\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"proposed time for Priya to review PR\"\n      },\n      \"relationships\": {\n        \"people\": [\n          {\n            \"name\": \"Priya\",\n            \"type\": \"person\",\n            \"relation\": \"reviewer\"\n          }\n        ],\n        \"objects\": [\n          {\n            \"name\": \"PR 847\",\n            \"type\": \"object\",\n            \"relation\": \"review_time\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"code changes related to authentication\",\n        \"blocked_by\": \"API refactor\"\n      },\n      \"relationships\": {\n        \"events\": [\n          {\n            \"name\": \"API refactor\",\n            \"type\": \"event\",\n            \"relation\": \"blocking\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"foreign key constraints\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"database constraints causing issues\",\n        \"affected_table\": \"user_sessions\"\n      },\n      \"relationships\": {\n        \"objects\": [\n          {\n            \"name\": \"user_sessions table\",\n            \"type\": \"object\",\n            \"relation\": \"affected\"\n          }\n        ],\n        \"events\": [\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"blocker\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"failed webhooks\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"webhooks that fail to process\",\n        \"issue\": \"not retried after third attempt\"\n      },\n      \"relationships\": {\n        \"events\": [\n          {\n            \"name\": \"webhook retry logic\",\n            \"type\": \"event\",\n            \"relation\": \"related\"\n          }\n        ]\n      }\n    },\n    {\n      \"name\": \"release\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"software release\",\n        \"purpose\": \"database migration is needed for\"\n      },\n      \"relationships\": {\n        \"events\": [\n          {\n            \"name\": \"database migration\",\n            \"type\": \"event\",\n            \"relation\": \"preparation_for\"\n          }\n        ]\n      }\n    }\n  ]\n}\n```",
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        "model": "qwen3-32b",
        "model_display": "Qwen3 32B (Local)",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"team lead\",\n        \"description\": \"Organizes standup and assigns tasks\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"assigns PR review task\",\n        \"Vikram\": \"assigns pairing task\",\n        \"Security Team\": \"mentions report requirement\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\",\n        \"description\": \"Worked on API refactor and webhook logic\"\n      },\n      \"relationships\": {\n        \"Priya\": \"assigned to review PR\",\n        \"Vikram\": \"help needed with database migration\",\n        \"Security Team\": \"needs to provide API audit report\"\n      }\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\",\n        \"description\": \"Working on database migration\"\n      },\n      \"relationships\": {\n        \"Priya\": \"assigned to work on migration\",\n        \"Rajesh\": \"needs help with schema\"\n      }\n    },\n    {\n      \"name\": \"Security Team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Requests API audit report\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"report is due from Rajesh\"\n      }\n    },\n    {\n      \"name\": \"API Refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Codebase restructuring for API\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"completed by Rajesh\",\n        \"PR 847\": \"related pull request\"\n      }\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Pull request for API refactor\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"created by Rajesh\",\n        \"Priya\": \"assigned to review\"\n      }\n    },\n    {\n      \"name\": \"Webhook Retry Logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Bug in retrying failed webhooks after third attempt\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"working on it\"\n      }\n    },\n    {\n      \"name\": \"Database Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Migration task with foreign key constraint issues\"\n      },\n      \"relationships\": {\n        \"Vikram\": \"working on it\",\n        \"Rajesh\": \"needs help with schema\"\n      }\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Database table with foreign key constraint issues\"\n      },\n      \"relationships\": {\n        \"Database Migration\": \"part of migration task\"\n      }\n    },\n    {\n      \"name\": \"Staging Environment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Currently down, needs Docker containers restarted\"\n      },\n      \"relationships\": {\n        \"Priya\": \"will file a ticket for it\"\n      }\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"API refactor completed\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"completed task on this date\"\n      }\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for API audit report\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"report due by this date\"\n      }\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for database migration\"\n      },\n      \"relationships\": {\n        \"Vikram\": \"task due by this date\"\n      }\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time when Priya will review PR\"\n      },\n      \"relationships\": {\n        \"Priya\": \"scheduled to review PR at this time\"\n      }\n    },\n    {\n      \"name\": \"Tomorrow\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rajesh needs to block two hours for audit report\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"scheduled time for audit report\"\n      }\n    }\n  ]\n}\n```",
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        "model": "qwen3-32b-nim",
        "model_display": "Qwen3 32B NIM (NVFP4)",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Standup facilitator\",\n        \"actions\": [\"Filed a ticket for staging\", \"Assigned tasks to Rajesh and Vikram\"]\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Assigned API audit report task\",\n        \"Vikram\": \"Assigned to pair with Rajesh on database migration\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"tasks\": [\"Finished API refactor\", \"Working on webhook retry logic\", \"Needs PR review\", \"Needs to send API audit report\"],\n        \"PR number\": \"847\"\n      },\n      \"relationships\": {\n        \"Priya\": \"Assigned API audit report task\",\n        \"Vikram\": \"Help requested for database migration\"\n      }\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"tasks\": [\"Working on database migration\", \"Staging environment is down\"],\n        \"needs\": [\"Help with foreign key constraints\", \"Pairing with Rajesh\"]\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Needs help with database migration\",\n        \"Priya\": \"Assigned to pair with Rajesh\"\n      }\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Completed\",\n        \"PR number\": \"847\",\n        \"review requested\": \"Yes\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Completed by\",\n        \"Priya\": \"Review requested from\"\n      }\n    },\n    {\n      \"name\": \"Webhook retry logic\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"In progress\",\n        \"issue\": \"Bug in retry after third attempt\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Working on\"\n      }\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"API refactor pull request\",\n        \"review requested\": \"Yes\",\n        \"deadline\": \"Today\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Created by\",\n        \"Priya\": \"Review requested from\"\n      }\n    },\n    {\n      \"name\": \"Database migration\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"In progress\",\n        \"issue\": \"Foreign key constraints on user_sessions table\"\n      },\n      \"relationships\": {\n        \"Vikram\": \"Working on\",\n        \"Rajesh\": \"Help requested from\"\n      }\n    },\n    {\n      \"name\": \"Staging environment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Down\",\n        \"action needed\": \"Restart Docker containers\"\n      },\n      \"relationships\": {\n        \"Vikram\": \"Reported by\",\n        \"Priya\": \"Filed a ticket for\"\n      }\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"action needed\": \"Restart\"\n      },\n      \"relationships\": {\n        \"Staging environment\": \"Part of\"\n      }\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"deadline\": \"Thursday\",\n        \"status\": \"Not started\",\n        \"requestor\": \"Security team\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Promised to deliver\",\n        \"Priya\": \"Assigned deadline\"\n      }\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"API refactor completed\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Completed API refactor on\"\n      }\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"PR review scheduled\"\n      },\n      \"relationships\": {\n        \"Priya\": \"Planned to review PR at\"\n      }\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"Database migration deadline\"\n      },\n      \"relationships\": {\n        \"Vikram\": \"Deadline for migration\"\n      }\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"API audit report deadline\"\n      },\n      \"relationships\": {\n        \"Rajesh\": \"Deadline for audit report\"\n      }\n    },\n    {\n      \"name\": \"Standup\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily team standup meeting\"\n      },\n      \"relationships\": {\n        \"Priya\": \"Facilitated by\",\n        \"Rajesh\": \"Participant\",\n        \"Vikram\": \"Participant\"\n      }\n    }\n  ]\n}\n```",
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      {
        "model": "mistral-small",
        "model_display": "Mistral Small 3.2 (24B, Local)",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead\"\n      },\n      \"relationships\": [\"leads Rajesh and Vikram\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\"\n      },\n      \"relationships\": [\n        \"works with Priya and Vikram\",\n        \"created PR 847\",\n        \"working on webhook retry logic\",\n        \"wrote original schema for user_sessions table\",\n        \"promised API audit report to security team\"\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\"\n      },\n      \"relationships\": [\n        \"works with Priya and Rajesh\",\n        \"needs help from Rajesh on database migration\",\n        \"working on user_sessions table\"\n      ]\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"completed by Rajesh\"]\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"created by Rajesh\",\n        \"needs review from Priya\"\n      ]\n    },\n    {\n      \"name\": \"auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"blocked by PR 847\"]\n    },\n    {\n      \"name\": \"webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"being worked on by Rajesh\"]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"when API refactor was finished\"]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"when Priya will review PR 847\"]\n    },\n    {\n      \"name\": \"database migration\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"being worked on by Vikram\",\n        \"needs help from Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"part of database migration\"]\n    },\n    {\n      \"name\": \"foreign key constraints\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"causing issues in user_sessions table\"]\n    },\n    {\n      \"name\": \"staging environment\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"down due to Docker containers\",\n        \"ticket filed by Priya\"\n      ]\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"need restarting in staging environment\"]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"release deadline for database migration\"]\n    },\n    {\n      \"name\": \"security team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"promised API audit report by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"API audit report\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"due to security team by Thursday\"]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        \"deadline for API audit report\"\n      ]\n    }\n  ]\n}\n```",
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        "model": "nemotron-3-nano",
        "model_display": "Nemotron 3 Nano 30B (Local)",
        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"meeting facilitator\"\n      },\n      \"relationships\": [\n        { \"target\": \"Rajesh\", \"relation\": \"asks to go first\" },\n        { \"target\": \"Vikram\", \"relation\": \"assigns pairing after standup\" },\n        { \"target\": \"PR 847\", \"relation\": \"will review after lunch\" }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\",\n        \"responsibility\": \"wrote original schema\"\n      },\n      \"relationships\": [\n        { \"target\": \"security team\", \"relation\": \"promised to send API audit report by Thursday\" },\n        { \"target\": \"PR 847\", \"relation\": \"needs review\" }\n      ]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"engineer\",\n        \"current work\": \"database migration\"\n      },\n      \"relationships\": [\n        { \"target\": \"Rajesh\", \"relation\": \"needs help with migration issue\" },\n        { \"target\": \"user_sessions table\", \"relation\": \"encounters snag with foreign key constraints\" },\n        { \"target\": \"staging environment\", \"relation\": \"reports down\" }\n      ]\n    },\n    {\n      \"name\": \"security team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"responsibility\": \"requests API audit report\"\n      },\n      \"relationships\": [\n        { \"target\": \"Rajesh\", \"relation\": \"requests API audit report by Thursday\" }\n      ]\n    },\n    {\n      \"name\": \"PR 847\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"number\": 847,\n        \"status\": \"up\",\n        \"blocks\": \"auth changes\"\n      },\n      \"relationships\": [\n        { \"target\": \"Rajesh\", \"relation\": \"needs review\" },\n        { \"target\": \"auth changes\", \"relation\": \"blocks\" }\n      ]\n    },\n    {\n      \"name\": \"Friday\",\n      \"type\": \"date\",\n      \"attributes\": {}\n    },\n    {\n      \"name\": \"today\",\n      \"type\": \"date\",\n      \"attributes\": {}\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {}\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {}\n    },\n    {\n      \"name\": \"tomorrow\",\n      \"type\": \"date\",\n      \"attributes\": {}\n    },\n    {\n      \"name\": \"release\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"deadline\": \"Wednesday\"\n      }\n    },\n    {\n      \"name\": \"API refactor\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"completed on\": \"Friday\",\n        \"blocks\": \"auth changes\"\n      },\n      \"relationships\": [\n        { \"target\": \"Friday\", \"relation\": \"completed on\" }\n      ]\n    },\n    {\n      \"name\": \"auth changes\",\n      \"type\": \"topic\",\n      \"attributes\": {}\n    },\n    {\n      \"name\": \"webhook retry logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"bug\": \"failed webhooks aren't retried after third attempt\"\n      }\n    },\n    {\n      \"name\": \"bug\",\n      \"type\": \"topic\",\n      \"attributes\": {}\n    },\n    {\n      \"name\": \"foreign key constraints\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"snag location\": \"user_sessions table\"\n      }\n    },\n    {\n      \"name\": \"user_sessions table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"part of\": \"database migration\"\n      }\n    },\n    {\n      \"name\": \"staging environment\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"status\": \"down\",\n        \"requires\": \"Docker containers restart\"\n      },\n      \"relationships\": [\n        { \"target\": \"ticket\", \"relation\": \"filed for\" }\n      ]\n    },\n    {\n      \"name\": \"Docker containers\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"action required\": \"restart to bring staging up\"\n      }\n    },\n    {\n      \"name\": \"ticket\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"track staging environment fix\"\n      },\n      \"relationships\": [\n        { \"target\": \"staging environment\", \"relation\": \"filed for\" }\n      ]\n    }\n  ]\n}",
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        "model_display": "Qwen3.5-35B-A3B Q4 (Local)",
        "transcript_id": "work_standup",
        "transcript_title": "Monday Standup Meeting",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"status\": \"Active\",\n        \"mood\": \"Proactive\"\n      },\n      \"relationships\": [\"Is a peer of Priya and Vikram\", \"Needs to review API refactor PR #847\", \"Can help Vikram with database migration\"]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead\",\n        \"status\": \"Coordinating\",\n        \"mood\": \"Organized\"\n      },\n      \"relationships\": [\"Manages the standup meeting\", \"Will review Rajesh's PR\", \"Assigned to file ticket for staging environment\"]\n    },\n    {\n      \"name\": \"Vikram\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"status\": \"Blocked\",\n        \"mood\": \"Concerned\"\n      },\n      \"relationships\": [\"Is working on database migration\", \"Needs help from Rajesh\", \"Is scheduled to pair with Rajesh\"]\n    },\n    {\n      \"name\": \"API Refactor\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"Completed\",\n        \"completion_date\": \"Friday\",\n        \"pr_number\": \"847\"\n      },\n      \"relationships\": [\"Blocks auth changes\", \"Awaiting review by Priya\"]\n    },\n    {\n      \"name\": \"Webhook Retry Logic\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"In Progress\",\n        \"priority\": \"High\",\n        \"current_task\": \"Bug fixing\"\n      },\n      \"relationships\": [\"Current task for Rajesh today\", \"Contains bug regarding failed webhooks\"]\n    },\n    {\n      \"name\": \"Database Migration\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"In Progress\",\n        \"deadline\": \"Wednesday\",\n        \"priority\": \"High\"\n      },\n      \"relationships\": [\"Task for Vikram\", \"Blocked by foreign key constraints\", \"Required for release\"]\n    },\n    {\n      \"name\": \"Staging Environment\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"status\": \"Down\",\n        \"action_required\": \"Restart Docker containers\"\n      },\n      \"relationships\": [\"Blocked Vikram's progress\", \"Ticket to be filed by Priya\"]\n    },\n    {\n      \"name\": \"API Audit Report\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"recipient\": \"Security Team\",\n        \"deadline\": \"Thursday\",\n        \"status\": \"Not Started\"\n      },\n      \"relationships\": [\"Promised by Rajesh\", \"Requires blocking two hours tomorrow\"]\n    },\n    {\n      \"name\": \"User_Sessions Table\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"issue\": \"Foreign key constraints\",\n        \"context\": \"Database Migration\"\n      },\n      \"relationships\": [\"Causing snag for Vikram\", \"Schema written by Rajesh\"]\n    },\n    {\n      \"name\": \"Standup Meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"Concluding\",\n        \"participants\": [\"Priya\", \"Rajesh\", \"Vikram\"]\n      },\n      \"relationships\": [\"Context for the conversation\", \"Action items assigned during meeting\"]\n    }\n  ]\n}\n```",
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  "emotional_frustration": {
    "title": "Frustrating Day at Work",
    "models": [
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        "model_display": "Gemini 2.5 Flash-Lite",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"colleague\",\n          \"target\": \"Karthik\"\n        },\n        {\n          \"type\": \"employee of\",\n          \"target\": \"Deepa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"duration\": \"three months\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"pivoted\",\n          \"target\": \"project\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"colleague\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"product review\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"attended by\",\n          \"target\": \"Sunil\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\"\n      },\n      \"relationships\": [],\n      \"mentions\": [\n        {\n          \"type\": \"attended\",\n          \"target\": \"product review\"\n        }\n      ]\n    },\n    {\n      \"name\": \"market\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"needs of\",\n          \"target\": \"product\"\n        }\n      ]\n    },\n    {\n      \"name\": \"spec\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"age\": \"eight months ago\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"based on\",\n          \"target\": \"customer feedback\"\n        }\n      ]\n    },\n    {\n      \"name\": \"customer feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"provided\",\n          \"target\": \"spec\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"manager of\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"family member of\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"family member of\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"one-on-one\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"scheduled for\",\n          \"target\": \"Thursday\"\n        },\n        {\n          \"type\": \"between\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"between\",\n          \"target\": \"Deepa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"day of\",\n          \"target\": \"one-on-one\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": " ```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"project team member\",\n        \"relationship\": \"reports to Deepa, works on a project with Karthik\"\n      },\n      \"relationships\": [\n        \"reports to Deepa\",\n        \"works with Karthik\",\n        \"had a project review with Sunil\"\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague of Rajesh\"\n      },\n      \"relationships\": [\n        \"works with Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\"\n      },\n      \"relationships\": [\n        \"had a project review with Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's manager\"\n      },\n      \"relationships\": [\n        \"manager of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"a project Rajesh and his team worked on for three months\"\n      },\n      \"relationships\": [\n        \"pivoted by the company\",\n        \"based on a spec from eight months ago\"\n      ]\n    },\n    {\n      \"name\": \"product review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"a meeting where Sunil reviewed the project demo\"\n      },\n      \"relationships\": [\n        \"involved Rajesh and Sunil\"\n      ]\n    },\n    {\n      \"name\": \"pivot\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"the company changed direction, rendering the project's work obsolete\"\n      },\n      \"relationships\": [\n        \"affected the project\"\n      ]\n    },\n    {\n      \"name\": \"spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"project specifications based on customer feedback from eight months ago\"\n      },\n      \"relationships\": [\n        \"used as the basis for the project\"\n      ]\n    },\n    {\n      \"name\": \"market\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"the market needs changed, making the project obsolete\"\n      },\n      \"relationships\": [\n        \"related to the project's relevance\"\n      ]\n    },\n    {\n      \"name\": \"customer feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"feedback from customers used to create the project spec\"\n      },\n      \"relationships\": [\n        \"used to create the spec\"\n      ]\n    },\n    {\n      \"name\": \"weekends\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"time Rajesh spent working on the project instead of with family\"\n      },\n      \"relationships\": [\n        \"related to Rajesh's work-life balance\"\n      ]\n    },\n    {\n      \"name\": \"Appa and Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's parents\"\n      },\n      \"relationships\": [\n        \"family members of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"one-on-one\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"a scheduled meeting between Rajesh and Deepa\"\n      },\n      \"relationships\": [\n        \"involves Rajesh and Deepa\"\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"the day Rajesh plans to discuss the issue with Deepa\"\n      },\n      \"relationships\": [\n        \"related to the one-on-one meeting\"\n      ]\n    }\n  ]\n}\n```",
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        "model": "claude-haiku",
        "model_display": "Claude Haiku 4.5",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project team member/Developer\",\n        \"emotional_state\": \"frustrated, angry\",\n        \"work_commitment\": \"worked weekends on project\"\n      },\n      \"relationships\": [\n        \"works with Karthik\",\n        \"reports to Deepa\",\n        \"works under/reports to Sunil (VP)\",\n        \"family: Appa and Amma\"\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Colleague/Peer\",\n        \"demeanor\": \"supportive, empathetic\"\n      },\n      \"relationships\": [\n        \"works with Rajesh\",\n        \"provides advice and support\"\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"knowledge_timing\": \"knew about pivot two weeks before project review\"\n      },\n      \"relationships\": [\n        \"manages Rajesh\",\n        \"withheld information from team\"\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP (Vice President)\",\n        \"decision_style\": \"quick assessment (5 minute review)\"\n      },\n      \"relationships\": [\n        \"reviewed product demo\",\n        \"made pivot decision\",\n        \"senior to Deepa and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"family member\"\n      },\n      \"relationships\": [\n        \"family of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"family member\"\n      },\n      \"relationships\": [\n        \"family of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"duration\": \"three months\",\n        \"status\": \"pivoted/cancelled\",\n        \"deliverable\": \"product with demo\",\n        \"documentation\": \"written spec\"\n      },\n      \"relationships\": [\n        \"worked on by Rajesh and team\",\n        \"reviewed by Sunil\",\n        \"managed by Deepa\"\n      ]\n    },\n    {\n      \"name\": \"Product Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"participant\": \"Sunil (VP)\",\n        \"duration\": \"5 minutes\",\n        \"outcome\": \"pivot decision\"\n      },\n      \"relationships\": [\n        \"attended by Rajesh\",\n        \"decision made by Sunil\"\n      ]\n    },\n    {\n      \"name\": \"One-on-one Meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled_day\": \"Thursday\",\n        \"purpose\": \"discuss communication and pivot\",\n        \"planned_tone\": \"calm\"\n      },\n      \"relationships\": [\n        \"between Rajesh and Deepa\"\n      ]\n    },\n    {\n      \"name\": \"Customer Feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"age\": \"eight months old\",\n        \"usage\": \"basis for original spec\"\n      },\n      \"relationships\": [\n        \"informed project spec\",\n        \"became outdated\"\n      ]\n    },\n    {\n      \"name\": \"Market Needs\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"changed/evolved\",\n        \"timeline\": \"shifted from 8 months ago\"\n      },\n      \"relationships\": [\n        \"reason for pivot\",\n        \"not communicated to team\"\n      ]\n    },\n    {\n      \"name\": \"Communication Gap\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"issue\": \"lack of notification about pivot\",\n        \"timeline\": \"2-week advance knowledge not shared\"\n      },\n      \"relationships\": [\n        \"main source of Rajesh's frustration\",\n        \"related to Deepa's actions\"\n      ]\n    }\n  ]\n}\n```",
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        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Speaker\",\n        \"description\": \"Frustrated with project pivot and lack of communication\"\n      },\n      \"relationships\": [\n        { \"type\": \"colleague_of\", \"target\": \"Karthik\" },\n        { \"type\": \"reports_to\", \"target\": \"Deepa\" },\n        { \"type\": \"worked_on\", \"target\": \"Project\" },\n        { \"type\": \"son_of\", \"target\": \"Appa\" },\n        { \"type\": \"son_of\", \"target\": \"Amma\" }\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Speaker\",\n        \"description\": \"Supportive colleague\"\n      },\n      \"relationships\": [\n        { \"type\": \"colleague_of\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"duration\": \"Three months of work\",\n        \"status\": \"Pivoted\",\n        \"action_needed\": \"Rebuilding\"\n      },\n      \"relationships\": [\n        { \"type\": \"worked_on_by\", \"target\": \"Rajesh\" },\n        { \"type\": \"subject_of\", \"target\": \"Product Review\" },\n        { \"type\": \"built_according_to\", \"target\": \"Spec\" }\n      ]\n    },\n    {\n      \"name\": \"Product Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"participants\": \"VP Sunil\"\n      },\n      \"relationships\": [\n        { \"type\": \"attended_by\", \"target\": \"Sunil\" },\n        { \"type\": \"involved\", \"target\": \"Demo\" },\n        { \"type\": \"resulted_in\", \"target\": \"Pivot\" }\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\"\n      },\n      \"relationships\": [\n        { \"type\": \"attended\", \"target\": \"Product Review\" },\n        { \"type\": \"reviewed\", \"target\": \"Demo\" },\n        { \"type\": \"made_decision_about\", \"target\": \"Market\" }\n      ]\n    },\n    {\n      \"name\": \"Demo\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"review_duration\": \"Five minutes\"\n      },\n      \"relationships\": [\n        { \"type\": \"shown_at\", \"target\": \"Product Review\" },\n        { \"type\": \"reviewed_by\", \"target\": \"Sunil\" }\n      ]\n    },\n    {\n      \"name\": \"Market\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Moved\",\n        \"relevance\": \"Needs\"\n      },\n      \"relationships\": [\n        { \"type\": \"influenced_decision_by\", \"target\": \"Sunil\" },\n        { \"type\": \"outdated_spec_due_to\", \"target\": \"Market\" }\n      ]\n    },\n    {\n      \"name\": \"Spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"Wrong\",\n        \"basis\": \"Customer feedback\"\n      },\n      \"relationships\": [\n        { \"type\": \"project_built_according_to\", \"target\": \"Project\" },\n        { \"type\": \"based_on\", \"target\": \"Customer Feedback\" }\n      ]\n    },\n    {\n      \"name\": \"Customer Feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"age\": \"Eight months ago\"\n      },\n      \"relationships\": [\n        { \"type\": \"basis_for\", \"target\": \"Spec\" }\n      ]\n    },\n    {\n      \"name\": \"Eight months ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Relative time in the past\"\n      },\n      \"relationships\": [\n        { \"type\": \"when_feedback_was_gathered\", \"target\": \"Customer Feedback\" }\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's manager\"\n      },\n      \"relationships\": [\n        { \"type\": \"manager_of\", \"target\": \"Rajesh\" },\n        { \"type\": \"knew_about\", \"target\": \"Pivot\" },\n        { \"type\": \"will_talk_to\", \"target\": \"Rajesh\", \"context\": \"in one-on-one\" }\n      ]\n    },\n    {\n      \"name\": \"Pivot\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"knowledge_timeline\": \"Deepa knew two weeks ago\"\n      },\n      \"relationships\": [\n        { \"type\": \"affected\", \"target\": \"Project\" },\n        { \"type\": \"known_by\", \"target\": \"Deepa\" },\n        { \"type\": \"source_of_frustration_for\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Two weeks ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Relative time in the past\"\n      },\n      \"relationships\": [\n        { \"type\": \"when_deepa_knew_about\", \"target\": \"Pivot\" }\n      ]\n    },\n    {\n      \"name\": \"Communication\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Lack of\"\n      },\n      \"relationships\": [\n        { \"type\": \"source_of_frustration_for\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Weekends\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Recurring time period\"\n      },\n      \"relationships\": [\n        { \"type\": \"time_rajesh_worked_on\", \"target\": \"Project\" },\n        { \"type\": \"time_rajesh_could_have_spent_with\", \"target\": \"Appa\" },\n        { \"type\": \"time_rajesh_could_have_spent_with\", \"target\": \"Amma\" }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"Rajesh's father (implied)\"\n      },\n      \"relationships\": [\n        { \"type\": \"parent_of\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"Rajesh's mother (implied)\"\n      },\n      \"relationships\": [\n        { \"type\": \"parent_of\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"One-on-one\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled_date\": \"Thursday\"\n      },\n      \"relationships\": [\n        { \"type\": \"involves\", \"target\": \"Rajesh\" },\n        { \"type\": \"involves\", \"target\": \"Deepa\" },\n        { \"type\": \"when_rajesh_will_discuss\", \"target\": \"Communication\" }\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Specific day of the week\"\n      },\n      \"relationships\": [\n        { \"type\": \"when_scheduled\", \"target\": \"One-on-one\" }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 14890.9,
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      },
      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Employee/Developer\",\n        \"state\": \"Frustrated, angry\",\n        \"work_habit\": \"Working weekends\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Karthik\",\n          \"type\": \"friend/colleague\"\n        },\n        {\n          \"target\": \"Sunil\",\n          \"type\": \"subordinate (indirect)\"\n        },\n        {\n          \"target\": \"Deepa\",\n          \"type\": \"direct report\"\n        },\n        {\n          \"target\": \"Appa\",\n          \"type\": \"son\"\n        },\n        {\n          \"target\": \"Amma\",\n          \"type\": \"son\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/Confidant\",\n        \"action\": \"Providing advice and support\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"friend/colleague\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\",\n        \"action\": \"Initiated project pivot after a five-minute demo review\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"superior\"\n        },\n        {\n          \"target\": \"Deepa\",\n          \"type\": \"superior\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"notable_action\": \"Knew about the pivot two weeks ago but did not communicate it\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"manager\"\n        },\n        {\n          \"target\": \"Sunil\",\n          \"type\": \"subordinate\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father of Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"parent\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother of Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"parent\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"duration\": \"Three months\",\n        \"status\": \"Pivoted/Rebuilding\",\n        \"basis\": \"Spec based on old customer feedback\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"primary work task\"\n        },\n        {\n          \"target\": \"Sunil\",\n          \"type\": \"reviewed by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"The Spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"age\": \"Eight months old\",\n        \"source\": \"Customer feedback\",\n        \"accuracy\": \"Outdated\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Project\",\n          \"type\": \"foundational document\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Product Review Demo\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"duration\": \"Five minutes\",\n        \"outcome\": \"Project pivot\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Sunil\",\n          \"type\": \"reviewer\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"presenter\"\n        }\n      ]\n    },\n    {\n      \"name\": \"One-on-one meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled_day\": \"Thursday\",\n        \"purpose\": \"Discuss communication issues and the pivot\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"participant\"\n        },\n        {\n          \"target\": \"Deepa\",\n          \"type\": \"participant\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of the upcoming one-on-one\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Two weeks ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"When Deepa learned of the pivot\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Eight months ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"When the original customer feedback was collected\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Market\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"state\": \"Moved/Changed\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Project\",\n          \"type\": \"reason for pivot\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Customer Feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Outdated\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"The Spec\",\n          \"type\": \"source material\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "tokens_in": 432,
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      },
      {
        "model": "gemini-3-pro",
        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Employee\",\n        \"Frustrated/Angry\",\n        \"Worked weekends\"\n      ],\n      \"relationships\": [\n        \"Colleague/Friend of Karthik\",\n        \"Subordinate of Deepa\",\n        \"Son of Appa and Amma\",\n        \"Worked on The Project\"\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Supportive listener\",\n        \"Refers to Rajesh as 'guru'\"\n      ],\n      \"relationships\": [\n        \"Colleague/Friend of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"The Project\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"3 months of work\",\n        \"Pivoted\",\n        \"Built to specification\"\n      ],\n      \"relationships\": [\n        \"Worked on by Rajesh\",\n        \"Reviewed by Sunil\",\n        \"Based on The Spec\"\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"VP (Vice President)\",\n        \"Decision maker\"\n      ],\n      \"relationships\": [\n        \"Reviewed The Project\",\n        \"Superior to Rajesh and Deepa\"\n      ]\n    },\n    {\n      \"name\": \"Product Review\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Demo lasted five minutes\",\n        \"Negative outcome\"\n      ],\n      \"relationships\": [\n        \"Attended by Sunil and Rajesh\",\n        \"Resulted in project pivot\"\n      ]\n    },\n    {\n      \"name\": \"The Spec\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Based on 8-month-old customer feedback\",\n        \"Outdated\"\n      ],\n      \"relationships\": [\n        \"Blueprint for The Project\"\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Manager\",\n        \"Knew about pivot two weeks ago\",\n        \"Failed to communicate\"\n      ],\n      \"relationships\": [\n        \"Manager of Rajesh\",\n        \"Meeting Rajesh on Thursday\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Father (implied)\"\n      ],\n      \"relationships\": [\n        \"Parent of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Mother (implied)\"\n      ],\n      \"relationships\": [\n        \"Parent of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Upcoming day\"\n      ],\n      \"relationships\": [\n        \"Time of One-on-one meeting\"\n      ]\n    },\n    {\n      \"name\": \"One-on-one\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Meeting\",\n        \"Planned discussion about communication issues\"\n      ],\n      \"relationships\": [\n        \"Between Rajesh and Deepa\",\n        \"Occurs on Thursday\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 17947.3,
        "tokens_in": 432,
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      },
      {
        "model": "gemini-pro",
        "model_display": "Gemini 2.5 Pro",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Employee/Developer\",\n        \"state\": \"Frustrated and angry about a project pivot and lack of communication.\"\n      },\n      \"relationships\": {\n        \"colleague\": \"Karthik\",\n        \"manager\": \"Deepa\",\n        \"reports_to_vp\": \"Sunil\",\n        \"son_of\": [\"Appa\", \"Amma\"],\n        \"worked_on\": \"The Project\"\n      }\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Colleague/Friend\",\n        \"state\": \"Supportive and offering advice to Rajesh.\"\n      },\n      \"relationships\": {\n        \"colleague\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"The Project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"duration\": \"three months\",\n        \"status\": \"Pivoted, making previous work obsolete.\",\n        \"basis\": \"The Spec\"\n      },\n      \"relationships\": {\n        \"developer\": \"Rajesh\",\n        \"reviewed_during\": \"Product Review\",\n        \"cancelled_by\": \"Sunil\"\n      }\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP (Vice President)\"\n      },\n      \"relationships\": {\n        \"attended\": \"Product Review\",\n        \"initiated\": \"The Pivot\",\n        \"reviewed\": \"The Demo\"\n      }\n    },\n    {\n      \"name\": \"Product Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A meeting where the project demo was shown and the pivot was announced.\"\n      },\n      \"relationships\": {\n        \"attendee\": \"Sunil\",\n        \"subject\": \"The Project\"\n      }\n    },\n    {\n      \"name\": \"The Demo\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A demonstration of the product built over three months.\",\n        \"review_duration\": \"five minutes\"\n      },\n      \"relationships\": {\n        \"reviewed_by\": \"Sunil\",\n        \"part_of\": \"Product Review\"\n      }\n    },\n    {\n      \"name\": \"The Market\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"state\": \"Changed since the project spec was created.\",\n        \"needs\": \"Not met by the current version of the project.\"\n      },\n      \"relationships\": {\n        \"reason_for\": \"The Pivot\"\n      }\n    },\n    {\n      \"name\": \"The Spec\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The project specification document.\",\n        \"status\": \"Outdated\",\n        \"origin\": \"Based on customer feedback from eight months ago.\"\n      },\n      \"relationships\": {\n        \"basis_for\": \"The Project\"\n      }\n    },\n    {\n      \"name\": \"Customer Feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"age\": \"eight months old\"\n      },\n      \"relationships\": {\n        \"basis_for\": \"The Spec\"\n      }\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"knowledge\": \"Knew about the pivot two weeks before telling her team.\"\n      },\n      \"relationships\": {\n        \"manager_of\": \"Rajesh\",\n        \"has_meeting_with\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"The Pivot\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A significant change in the project's direction.\",\n        \"cause\": \"A mismatch with market needs.\"\n      },\n      \"relationships\": {\n        \"initiated_by\": \"Sunil\",\n        \"affected\": \"The Project\"\n      }\n    },\n    {\n      \"name\": \"Lack of Communication\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The primary source of Rajesh's frustration, specifically Deepa not sharing information about the pivot sooner.\"\n      },\n      \"relationships\": {\n        \"experienced_by\": \"Rajesh\",\n        \"caused_by\": \"Deepa\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father\",\n        \"relationship\": \"Rajesh's father\"\n      },\n      \"relationships\": {\n        \"father_of\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother\",\n        \"relationship\": \"Rajesh's mother\"\n      },\n      \"relationships\": {\n        \"mother_of\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"One-on-one\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A future meeting where Rajesh plans to discuss his feelings with Deepa.\"\n      },\n      \"relationships\": {\n        \"participants\": [\"Rajesh\", \"Deepa\"],\n        \"scheduled_for\": \"Thursday\"\n      }\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The scheduled day for the one-on-one meeting.\"\n      },\n      \"relationships\": {\n        \"date_of\": \"One-on-one\"\n      }\n    },\n    {\n      \"name\": \"Weekends\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Personal time that Rajesh sacrificed to work on the project.\"\n      },\n      \"relationships\": {\n        \"worked_during_by\": \"Rajesh\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 23079.2,
        "tokens_in": 432,
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      },
      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Software developer / project team member\",\n        \"emotional_state\": \"Frustrated, angry, feeling out of the loop\",\n        \"work_habits\": \"Working weekends on the project\",\n        \"relationship_to_Karthik\": \"Friend/colleague\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Karthik\", \"relationship\": \"friend and conversation partner\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"direct report / employee\"},\n        {\"entity\": \"Sunil\", \"relationship\": \"subordinate to VP\"},\n        {\"entity\": \"Appa\", \"relationship\": \"son\"},\n        {\"entity\": \"Amma\", \"relationship\": \"son\"}\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/colleague of Rajesh\",\n        \"tone\": \"Empathetic, advisory\",\n        \"address_term_used\": \"guru (toward Rajesh)\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"friend and conversation partner\"}\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP (Vice President)\",\n        \"action\": \"Reviewed product demo, declared it not what the market needs after five minutes\",\n        \"decision_making\": \"Triggered the project pivot\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"senior executive overseeing Rajesh's project\"},\n        {\"entity\": \"Product Review\", \"relationship\": \"conducted product review\"}\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's manager\",\n        \"behavior\": \"Knew about the pivot two weeks prior but did not inform Rajesh\",\n        \"communication\": \"Did not communicate strategic change to team\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"direct manager\"},\n        {\"entity\": \"One-on-One Meeting (Thursday)\", \"relationship\": \"participant in scheduled meeting\"}\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"Rajesh's father (Tamil honorific for father)\",\n        \"relevance\": \"Rajesh sacrificed weekend time with him due to work\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"father\"},\n        {\"entity\": \"Amma\", \"relationship\": \"spouse/partner\"}\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"Rajesh's mother (Tamil honorific for mother)\",\n        \"relevance\": \"Rajesh sacrificed weekend time with her due to work\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"mother\"},\n        {\"entity\": \"Appa\", \"relationship\": \"spouse/partner\"}\n      ]\n    },\n    {\n      \"name\": \"Three-Month Project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"duration\": \"Three months\",\n        \"status\": \"Pivoted / effectively abandoned\",\n        \"basis\": \"Built according to a spec based on customer feedback from eight months ago\",\n        \"outcome\": \"Deemed not what the market needs by VP Sunil\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"built by\"},\n        {\"entity\": \"Sunil\", \"relationship\": \"reviewed and rejected by\"},\n        {\"entity\": \"Product Spec\", \"relationship\": \"built according to\"},\n        {\"entity\": \"Product Review\", \"relationship\": \"presented at\"}\n      ]\n    },\n    {\n      \"name\": \"Product Spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"basis\": \"Customer feedback from approximately eight months ago\",\n        \"issue\": \"Outdated; market had moved since it was written\",\n        \"role\": \"Guided the three months of development work\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Three-Month Project\", \"relationship\": \"specification for\"},\n        {\"entity\": \"Customer Feedback (8 months ago)\", \"relationship\": \"derived from\"}\n      ]\n    },\n    {\n      \"name\": \"Customer Feedback (8 months ago)\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"Approximately eight months before the conversation\",\n        \"significance\": \"Formed the basis of the product spec that guided the project\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Product Spec\", \"relationship\": \"source of\"}\n      ]\n    },\n    {\n      \"name\": \"Product Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"participants\": \"Sunil (VP), Rajesh's team\",\n        \"duration_of_demo_review\": \"Five minutes\",\n        \"outcome\": \"VP declared product not what the market needs; triggered pivot\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Sunil\", \"relationship\": \"led by\"},\n        {\"entity\": \"Rajesh\", \"relationship\": \"attended by\"},\n        {\"entity\": \"Three-Month Project\", \"relationship\": \"subject of review\"}\n      ]\n    },\n    {\n      \"name\": \"Pivot\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"Decision known to Deepa two weeks before the conversation\",\n        \"trigger\": \"VP Sunil's product review\",\n        \"impact\": \"Three months of work effectively set aside\",\n        \"communication_failure\": \"Not communicated to Rajesh despite Deepa knowing\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Sunil\", \"relationship\": \"initiated by\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"known to, not communicated by\"},\n        {\"entity\": \"Rajesh\", \"relationship\": \"affected Rajesh, who was not informed\"},\n        {\"entity\": \"Three-Month Project\", \"relationship\": \"rendered obsolete\"}\n      ]\n    },\n    {\n      \"name\": \"One-on-One Meeting (Thursday)\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled_day\": \"Thursday\",\n        \"participants\": \"Rajesh and Deepa\",\n        \"purpose\": \"Rajesh plans to raise concerns about communication and being left out of the loop\",\n        \"Rajesh's approach\": \"Intends to be calm, not act out of anger\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"initiated by / attendee\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"attendee\"},\n        {\"entity\": \"Pivot\", \"relationship\": \"topic to be discussed\"}\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Scheduled day for Rajesh's one-on-one with Deepa\"\n      },\n      \"relationships\": [\n        {\"entity\": \"One-on-One Meeting (Thursday)\", \"relationship\": \"date of meeting\"}\n      ]\n    },\n    {\n      \"name\": \"Workplace Communication\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Central theme of the conversation; specifically the failure to keep team members informed of strategic changes\",\n        \"example\": \"Deepa not telling Rajesh about the pivot for two weeks\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"affected by poor communication\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"responsible for communication failure\"},\n        {\"entity\": \"Pivot\", \"relationship\": \"subject of the communication failure\"}\n      ]\n    },\n    {\n      \"name\": \"Market\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The external market whose needs and direction shifted, making the original product spec obsolete\",\n        \"relevance\": \"Sunil cited market needs as reason to reject the project\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Sunil\", \"relationship\": \"referenced by Sunil in rejection\"},\n        {\"entity\": \"Product Spec\", \"relationship\": \"made spec outdated\"},\n        {\"entity\": \"Three-Month Project\", \"relationship\": \"reason project was pivoted\"}\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 28461.2,
        "tokens_in": 447,
        "tokens_out": 2095
      },
      {
        "model": "claude-opus",
        "model_display": "Claude Opus 4.6",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Engineer/developer on a product team\",\n        \"description\": \"Frustrated team member who spent three months building a product that was pivoted away from. Has been working weekends.\",\n        \"emotional_state\": \"Angry and frustrated about lack of communication\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Karthik\", \"relationship\": \"Friend/colleague confiding in\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"Direct report; Deepa is his manager\"},\n        {\"entity\": \"Sunil\", \"relationship\": \"Senior leadership; Sunil is the VP who reviewed his work\"},\n        {\"entity\": \"Appa\", \"relationship\": \"Father (Appa is Tamil/Telugu for father)\"},\n        {\"entity\": \"Amma\", \"relationship\": \"Mother (Amma is Tamil/Telugu for mother)\"},\n        {\"entity\": \"The Product/Project\", \"relationship\": \"Built the product over three months\"},\n        {\"entity\": \"Product Review Meeting\", \"relationship\": \"Presented demo at the meeting\"},\n        {\"entity\": \"One-on-One Meeting on Thursday\", \"relationship\": \"Plans to raise communication concerns\"}\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend and likely colleague of Rajesh\",\n        \"description\": \"Supportive listener offering advice. Uses the term 'guru' as a friendly address.\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Friend/colleague providing emotional support and advice\"}\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP (Vice President)\",\n        \"description\": \"Senior executive who reviewed the product demo and decided it wasn't aligned with market needs after a five-minute review\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Product Review Meeting\", \"relationship\": \"Conducted/led the product review\"},\n        {\"entity\": \"The Product/Project\", \"relationship\": \"Rejected the product direction\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"Likely Deepa's superior in the organizational hierarchy\"}\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's manager\",\n        \"description\": \"Knew about the pivot two weeks before the review but did not communicate it to her team\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Manager of Rajesh\"},\n        {\"entity\": \"Sunil\", \"relationship\": \"Likely reports to or works under the VP\"},\n        {\"entity\": \"The Product/Project\", \"relationship\": \"Knew about the pivot in advance\"},\n        {\"entity\": \"One-on-One Meeting on Thursday\", \"relationship\": \"Will meet with Rajesh in scheduled one-on-one\"}\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's father\",\n        \"description\": \"Family member Rajesh sacrificed weekend time with due to project work\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Father of Rajesh\"},\n        {\"entity\": \"Amma\", \"relationship\": \"Likely spouse/partner (Rajesh's parents)\"}\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's mother\",\n        \"description\": \"Family member Rajesh sacrificed weekend time with due to project work\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Mother of Rajesh\"},\n        {\"entity\": \"Appa\", \"relationship\": \"Likely spouse/partner (Rajesh's parents)\"}\n      ]\n    },\n    {\n      \"name\": \"The Product/Project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A product built over three months based on a spec derived from customer feedback. Was pivoted away from after VP review.\",\n        \"duration\": \"Three months of development\",\n        \"status\": \"Pivoted/abandoned after VP review\",\n        \"spec_basis\": \"Customer feedback from approximately eight months ago\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Built by Rajesh and his team\"},\n        {\"entity\": \"Sunil\", \"relationship\": \"Rejected by the VP\"},\n        {\"entity\": \"Product Review Meeting\", \"relationship\": \"Demoed at the product review\"}\n      ]\n    },\n    {\n      \"name\": \"Product Review Meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A product review meeting where Sunil (VP) reviewed a demo of the project and decided it wasn't what the market needs\",\n        \"duration_of_review\": \"Approximately five minutes\",\n        \"outcome\": \"Product direction was pivoted\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Sunil\", \"relationship\": \"Led/attended by the VP\"},\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh's team presented the demo\"},\n        {\"entity\": \"The Product/Project\", \"relationship\": \"The product was demoed and rejected\"}\n      ]\n    },\n    {\n      \"name\": \"One-on-One Meeting on Thursday\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Scheduled one-on-one meeting between Rajesh and his manager Deepa\",\n        \"day\": \"Thursday\",\n        \"purpose\": \"Rajesh plans to raise concerns about communication and being kept out of the loop\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh will attend and raise concerns\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"Deepa will attend as Rajesh's manager\"}\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of scheduled one-on-one meeting between Rajesh and Deepa\"\n      },\n      \"relationships\": [\n        {\"entity\": \"One-on-One Meeting on Thursday\", \"relationship\": \"Date of the meeting\"}\n      ]\n    },\n    {\n      \"name\": \"The Spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Product specification that the team built against, based on customer feedback from approximately eight months prior\",\n        \"age_of_underlying_data\": \"Based on customer feedback from about eight months ago\",\n        \"status\": \"Outdated; no longer aligned with market needs\"\n      },\n      \"relationships\": [\n        {\"entity\": \"The Product/Project\", \"relationship\": \"Defined what the product team built\"},\n        {\"entity\": \"Customer Feedback\", \"relationship\": \"Derived from customer feedback\"}\n      ]\n    },\n    {\n      \"name\": \"Customer Feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Feedback gathered from customers approximately eight months ago that formed the basis of the product spec\",\n        \"timeframe\": \"Approximately eight months ago\",\n        \"status\": \"Outdated; market has since moved\"\n      },\n      \"relationships\": [\n        {\"entity\": \"The Spec\", \"relationship\": \"Was the basis for the product spec\"},\n        {\"entity\": \"The Product/Project\", \"relationship\": \"Originally motivated the project\"}\n      ]\n    },\n    {\n      \"name\": \"Communication/Transparency\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Central theme of Rajesh's frustration \u2014 the lack of communication from management about the pivot, particularly from Deepa who knew two weeks in advance\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh feels he was kept out of the loop\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"Deepa failed to communicate the pivot to her team\"},\n        {\"entity\": \"One-on-One Meeting on Thursday\", \"relationship\": \"Rajesh plans to address this in the meeting\"}\n      ]\n    },\n    {\n      \"name\": \"The Pivot\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A strategic change in product direction triggered by the VP's assessment that the product didn't match market needs\",\n        \"known_in_advance\": \"Deepa knew about it two weeks before the review\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Sunil\", \"relationship\": \"Initiated/decided by the VP\"},\n        {\"entity\": \"Deepa\", \"relationship\": \"Deepa knew about it two weeks prior\"},\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh was not informed until the review\"},\n        {\"entity\": \"The Product/Project\", \"relationship\": \"Caused the abandonment of three months of work\"}\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 31421.8,
        "tokens_in": 447,
        "tokens_out": 2223
      },
      {
        "model": "gemini-3.1-pro",
        "model_display": "Gemini 3.1 Pro (Preview)",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project team member\",\n        \"description\": \"Frustrated employee who worked weekends for three months on a project that was pivoted\"\n      },\n      \"relationships\": [\n        \"Colleague/friend of Karthik\",\n        \"Direct report to Deepa\",\n        \"Son of Appa and Amma\",\n        \"Worked on the Project\",\n        \"Attended the Product review with Sunil\"\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n",
        "latency_ms": 43039.4,
        "tokens_in": 432,
        "tokens_out": 161
      },
      {
        "model": "ministral-14b",
        "model_display": "Ministral 3 14B (Local)",
        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"employee\",\n        \"description\": \"Frustrated about a project pivot and lack of communication\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Karthik\",\n          \"type\": \"colleague\"\n        },\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"manager\"\n        },\n        {\n          \"entity\": \"Sunil\",\n          \"type\": \"VP (supervisor)\"\n        },\n        {\n          \"entity\": \"product review\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"contributor\"\n        },\n        {\n          \"entity\": \"Appa and Amma\",\n          \"type\": \"family (lost time with)\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"employee\",\n        \"description\": \"Colleague offering support and advice\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"colleague\"\n        },\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"indirectly related (via Rajesh)\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\",\n        \"description\": \"Conducted the product review, decided the pivot\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"supervisor\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"decision-maker (rejected)\"\n        },\n        {\n          \"entity\": \"spec\",\n          \"type\": \"criticized (outdated)\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\",\n        \"description\": \"Aware of the pivot two weeks prior, failed to communicate with team\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"manager\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"oversight (failed communication)\"\n        },\n        {\n          \"entity\": \"one-on-one (Thursday)\",\n          \"type\": \"scheduled discussion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A three-month effort based on an outdated spec; pivoted without team communication\",\n        \"status\": \"abandoned (pivoted)\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"contributor\"\n        },\n        {\n          \"entity\": \"Karthik\",\n          \"type\": \"indirectly related (via Rajesh)\"\n        },\n        {\n          \"entity\": \"Sunil\",\n          \"type\": \"rejected (pivoted)\"\n        },\n        {\n          \"entity\": \"spec\",\n          \"type\": \"based on\"\n        },\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"managed (communication failure)\"\n        },\n        {\n          \"entity\": \"customer feedback (eight months ago)\",\n          \"type\": \"input (outdated)\"\n        },\n        {\n          \"entity\": \"market\",\n          \"type\": \"mismatched (pivot reason)\"\n        },\n        {\n          \"entity\": \"product review\",\n          \"type\": \"evaluated\"\n        }\n      ]\n    },\n    {\n      \"name\": \"product review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Meeting with VP Sunil where the pivot decision was announced\",\n        \"duration\": \"five minutes\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Sunil\",\n          \"type\": \"attended (decision-maker)\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"attended\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"evaluated\"\n        },\n        {\n          \"entity\": \"demo\",\n          \"type\": \"presented\"\n        }\n      ]\n    },\n    {\n      \"name\": \"spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Project requirements based on outdated customer feedback\",\n        \"validity\": \"outdated (eight months old)\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"project\",\n          \"type\": \"basis for\"\n        },\n        {\n          \"entity\": \"customer feedback (eight months ago)\",\n          \"type\": \"derived from\"\n        },\n        {\n          \"entity\": \"market\",\n          \"type\": \"mismatched\"\n        },\n        {\n          \"entity\": \"Sunil\",\n          \"type\": \"criticized (outdated)\"\n        }\n      ]\n    },\n    {\n      \"name\": \"customer feedback (eight months ago)\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Feedback used to create the spec; no longer relevant\",\n        \"timeframe\": \"eight months prior\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"spec\",\n          \"type\": \"source for\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"input (outdated)\"\n        },\n        {\n          \"entity\": \"market\",\n          \"type\": \"reflected (past state)\"\n        }\n      ]\n    },\n    {\n      \"name\": \"market\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Dynamic; shifted since customer feedback was collected\",\n        \"state\": \"changed (pivot reason)\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"project\",\n          \"type\": \"mismatched\"\n        },\n        {\n          \"entity\": \"spec\",\n          \"type\": \"evolved beyond\"\n        },\n        {\n          \"entity\": \"customer feedback (eight months ago)\",\n          \"type\": \"different from\"\n        }\n      ]\n    },\n    {\n      \"name\": \"demo\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Presentation of the project for the product review\",\n        \"duration\": \"five minutes\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"product review\",\n          \"type\": \"part of\"\n        },\n        {\n          \"entity\": \"Sunil\",\n          \"type\": \"viewed by\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"representation of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"two weeks ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"When Deepa learned about the pivot\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"time of knowledge\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"pivot announced\"\n        }\n      ]\n    },\n    {\n      \"name\": \"three months\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Duration of the project effort\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"project\",\n          \"type\": \"effort duration\"\n        }\n      ]\n    },\n    {\n      \"name\": \"eight months ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"When customer feedback was collected\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"customer feedback (eight months ago)\",\n          \"type\": \"time of collection\"\n        },\n        {\n          \"entity\": \"spec\",\n          \"type\": \"basis creation time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"weekends\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh worked on the project\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"time spent working\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"effort beyond regular hours\"\n        },\n        {\n          \"entity\": \"Appa and Amma\",\n          \"type\": \"lost time with\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Scheduled one-on-one with Deepa\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"one-on-one\",\n          \"type\": \"scheduled on\"\n        },\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"meeting with\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"planned discussion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"one-on-one\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Scheduled meeting between Rajesh and Deepa\",\n        \"purpose\": \"Discuss communication issues\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"attendee\"\n        },\n        {\n          \"entity\": \"Thursday\",\n          \"type\": \"scheduled for\"\n        },\n        {\n          \"entity\": \"communication\",\n          \"type\": \"topic\"\n        }\n      ]\n    },\n    {\n      \"name\": \"communication\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Lack thereof; key issue in the project\",\n        \"type\": \"failed (between manager and team)\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"responsible for\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"concerned about\"\n        },\n        {\n          \"entity\": \"one-on-one\",\n          \"type\": \"topic of discussion\"\n        },\n        {\n          \"entity\": \"project\",\n          \"type\": \"affected\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa and Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"parents\",\n        \"description\": \"Rajesh's parents; time lost due to project work\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"family\"\n        },\n        {\n          \"entity\": \"weekends\",\n          \"type\": \"lost time with\"\n        }\n      ]\n    },\n    {\n      \"name\": \"bridges\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Metaphor for professional relationships\",\n        \"context\": \"Karthik advising Rajesh not to burn bridges\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"advice recipient\"\n        },\n        {\n          \"entity\": \"Deepa\",\n          \"type\": \"indirectly related (professional relationship)\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"employee\",\n        \"emotion\": \"frustrated\",\n        \"project_involvement\": \"three months of work\"\n      },\n      \"relationships\": {\n        \"manager\": \"Deepa\",\n        \"colleague\": \"Karthik\",\n        \"family\": \"Appa and Amma\"\n      }\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague\",\n        \"emotion\": \"empathetic\"\n      },\n      \"relationships\": {\n        \"colleague\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\",\n        \"action\": \"reviewed product and suggested pivot\"\n      },\n      \"relationships\": {\n        \"reviewed_by\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\",\n        \"action\": \"knew about pivot but did not communicate\"\n      },\n      \"relationships\": {\n        \"manager_of\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"father\"\n      },\n      \"relationships\": {\n        \"family_member_of\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"mother\"\n      },\n      \"relationships\": {\n        \"family_member_of\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"duration\": \"three months\",\n        \"status\": \"pivoted\",\n        \"impact\": \"work rendered irrelevant\"\n      },\n      \"relationships\": {\n        \"worked_on_by\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"basis\": \"customer feedback from eight months ago\",\n        \"issue\": \"outdated\"\n      },\n      \"relationships\": {\n        \"based_on\": \"customer feedback\",\n        \"used_by\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"customer feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"age\": \"eight months old\",\n        \"issue\": \"outdated\"\n      },\n      \"relationships\": {\n        \"used_for\": \"spec\"\n      }\n    },\n    {\n      \"name\": \"market\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"change\": \"shifted\",\n        \"impact\": \"spec became irrelevant\"\n      },\n      \"relationships\": {\n        \"affected\": \"spec\"\n      }\n    },\n    {\n      \"name\": \"one-on-one\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled_for\": \"Thursday\",\n        \"purpose\": \"discuss pivot and communication issues\"\n      },\n      \"relationships\": {\n        \"between\": \"Rajesh and Deepa\"\n      }\n    },\n    {\n      \"name\": \"weekends\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"used_for\": \"work\",\n        \"lost_opportunity\": \"time with family\"\n      },\n      \"relationships\": {\n        \"worked_on_by\": \"Rajesh\"\n      }\n    }\n  ]\n}\n```",
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        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"employee working on a project\",\n        \"emotions\": \"frustrated, angry\",\n        \"description\": \"Has been working on a project for three months and is upset about the pivot and lack of communication.\"\n      },\n      \"relationships\": {\n        \"manager\": \"Deepa\",\n        \"colleague\": \"Karthik\",\n        \"family\": \"Appa and Amma\"\n      }\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague of Rajesh\",\n        \"emotions\": \"empathetic, supportive\",\n        \"description\": \"Listens to Rajesh's frustrations and offers advice.\"\n      },\n      \"relationships\": {\n        \"colleague\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP who reviewed the project\",\n        \"description\": \"Made a decision to pivot after a five-minute demo.\"\n      },\n      \"relationships\": {\n        \"colleague\": \"Rajesh\",\n        \"manager\": \"possibly Deepa\"\n      }\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager of Rajesh\",\n        \"description\": \"Knew about the pivot two weeks before Rajesh and did not communicate it.\",\n        \"emotions\": \"possibly indifferent or unaware of the impact\"\n      },\n      \"relationships\": {\n        \"manager\": \"possibly Sunil\",\n        \"employee\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Appa and Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"family members of Rajesh\",\n        \"description\": \"Rajesh mentions missing time with them due to work.\"\n      },\n      \"relationships\": {\n        \"family\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Project\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A project Rajesh worked on for three months that was pivoted.\",\n        \"duration\": \"three months\",\n        \"status\": \"pivoted\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh, Deepa, Sunil\"\n      }\n    },\n    {\n      \"name\": \"Pivot\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A strategic shift in the project's direction.\",\n        \"triggered_by\": \"Sunil's feedback during a product review\",\n        \"impact\": \"Rajesh's work became irrelevant\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Project, Sunil, Deepa\"\n      }\n    },\n    {\n      \"name\": \"Product Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A meeting where Sunil reviewed the project's demo.\",\n        \"duration\": \"five minutes\",\n        \"outcome\": \"Decision to pivot\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Sunil, Rajesh, Project\"\n      }\n    },\n    {\n      \"name\": \"Spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"The project's original specification based on customer feedback.\",\n        \"age\": \"eight months old\",\n        \"status\": \"outdated\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Project, Rajesh\"\n      }\n    },\n    {\n      \"name\": \"One-on-One on Thursday\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Planned meeting between Rajesh and Deepa.\",\n        \"purpose\": \"Discuss the pivot and communication issues\",\n        \"status\": \"planned\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh, Deepa\"\n      }\n    },\n    {\n      \"name\": \"Weekends\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh spent working on the project.\",\n        \"context\": \"Could have been spent with family.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh, Appa and Amma\"\n      }\n    }\n  ]\n}\n```",
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        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project team member\"\n      },\n      \"relationships\": [\"Karthik\", \"Sunil\", \"Deepa\", \"Appa\", \"Amma\"]\n    },\n    {\n      \"name\": \"project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"A work project that Rajesh has been working on for three months\"\n      },\n      \"relationships\": [\"Rajesh\", \"Sunil\", \"Deepa\"]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/Colleague of Rajesh\"\n      },\n      \"relationships\": [\"Rajesh\"]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\"\n      },\n      \"relationships\": [\"Rajesh\", \"project\"]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager of Rajesh\"\n      },\n      \"relationships\": [\"Rajesh\", \"project\"]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"Rajesh's father\"\n      },\n      \"relationships\": [\"Rajesh\"]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"Rajesh's mother\"\n      },\n      \"relationships\": [\"Rajesh\"]\n    },\n    {\n      \"name\": \"pivot\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"A significant change in the project direction\"\n      },\n      \"relationships\": [\"project\", \"Sunil\", \"Deepa\", \"Rajesh\"]\n    },\n    {\n      \"name\": \"VP\",\n      \"type\": \"role\",\n      \"attributes\": {},\n      \"relationships\": [\"Sunil\"]\n    },\n    {\n      \"name\": \"three months\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Duration of work on the project\"\n      },\n      \"relationships\": [\"project\", \"Rajesh\"]\n    },\n    {\n      \"name\": \"five minutes\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Duration Sunil spent reviewing the demo\"\n      },\n      \"relationships\": [\"Sunil\", \"demo\"]\n    },\n    {\n      \"name\": \"spec\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Project specifications based on customer feedback\"\n      },\n      \"relationships\": [\"project\", \"Rajesh\", \"market\"]\n    },\n    {\n      \"name\": \"customer feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"spec\"]\n    },\n    {\n      \"name\": \"eight months ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time when customer feedback was collected\"\n      },\n      \"relationships\": [\"customer feedback\", \"market\"]\n    },\n    {\n      \"name\": \"two weeks ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"When Deepa knew about the pivot\"\n      },\n      \"relationships\": [\"Deepa\", \"pivot\"]\n    },\n    {\n      \"name\": \"weekends\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"Rajesh\"]\n    },\n    {\n      \"name\": \"one-on-one\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Meeting between Rajesh and Deepa\"\n      },\n      \"relationships\": [\"Rajesh\", \"Deepa\"]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"one-on-one\"]\n    }\n  ]\n}\n```",
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        "transcript_id": "emotional_frustration",
        "transcript_title": "Frustrating Day at Work",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"developer\",\n        \"mood\": \"frustrated\",\n        \"status\": \"working weekends\",\n        \"action\": \"planning to discuss with manager\"\n      },\n      \"relationships\": [\"manager is Deepa\", \"colleague of Karthik\", \"reports to Sunil\"]\n    },\n    {\n      \"name\": \"Karthik\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague\",\n        \"mood\": \"supportive\",\n        \"action\": \"advising patience\"\n      },\n      \"relationships\": [\"peer of Rajesh\", \"friend\"]\n    },\n    {\n      \"name\": \"Sunil\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"VP\",\n        \"action\": \"led product review\",\n        \"detail\": \"rejected demo after 5 minutes\"\n      },\n      \"relationships\": [\"manager of Rajesh\", \"executed pivot decision\"]\n    },\n    {\n      \"name\": \"Deepa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\",\n        \"status\": \"knew about pivot 2 weeks ago\",\n        \"action\": \"did not communicate change to team\"\n      },\n      \"relationships\": [\"direct manager of Rajesh\", \"informed about market shift\"]\n    },\n    {\n      \"name\": \"Project Pivot\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"occurred recently\",\n        \"cause\": \"market shift\",\n        \"impact\": \"rendered 3 months of work obsolete\"\n      },\n      \"relationships\": [\"affected Rajesh's team\", \"decided by Sunil\"]\n    },\n    {\n      \"name\": \"Product Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"duration\": \"5 minutes\",\n        \"outcome\": \"demo rejected\",\n        \"criticism\": \"market needs changed\"\n      },\n      \"relationships\": [\"led to Project Pivot\", \"attended by Sunil\"]\n    },\n    {\n      \"name\": \"Thursday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"one-on-one meeting\",\n        \"action\": \"Rajesh plans to discuss pivot\"\n      },\n      \"relationships\": [\"scheduled meeting with Deepa\"]\n    },\n    {\n      \"name\": \"Appa and Amma\",\n      \"type\": \"people\",\n      \"attributes\": {\n        \"relation\": \"parents\",\n        \"impact\": \"Rajesh missed time with them due to work\"\n      },\n      \"relationships\": [\"family of Rajesh\"]\n    },\n    {\n      \"name\": \"Three months\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"duration\": \"3 months\",\n        \"context\": \"time spent on work now deemed obsolete\"\n      },\n      \"relationships\": [\"duration of wasted effort\"]\n    },\n    {\n      \"name\": \"Two weeks ago\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"Deepa learned about pivot\",\n        \"significance\": \"delay in communication\"\n      },\n      \"relationships\": [\"triggered communication gap\"]\n    },\n    {\n      \"name\": \"Customer feedback\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"age\": \"8 months old\",\n        \"relevance\": \"outdated basis for spec\"\n      },\n      \"relationships\": [\"source of original spec\"]\n    }\n  ]\n}\n```",
        "latency_ms": 15495.9,
        "tokens_in": 572,
        "tokens_out": 862
      }
    ]
  },
  "health_routine": {
    "title": "Morning Routine Discussion",
    "models": [
      {
        "model": "gemini-flash-lite",
        "model_display": "Gemini 2.5 Flash-Lite",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"conversing with\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"running\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"conversing with\",\n          \"target\": \"Meera\"\n        }\n      ]\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"8 AM\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"6 AM\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"1 AM\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"screens\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"articles\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"videos\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"dinner\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"phone\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"airplane mode\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"10:30 PM\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"physical book\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"bedtime reading\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"coffee\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"2 PM\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"4 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"4 PM\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"afternoon slump\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"green tea\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"caffeine\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"two weeks\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"duration\": \"two weeks\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"morning run\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"duration\": \"20 minutes\",\n        \"frequency\": \"three times a week\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"tonight\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": []\n    }\n  ]\n}\n```",
        "latency_ms": 3551.7,
        "tokens_in": 437,
        "tokens_out": 1163
      },
      {
        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": " ```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor\",\n        \"relationship\": \"friend\"\n      },\n      \"relationships\": {\n        \"advising\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisee\",\n        \"relationship\": \"friend\"\n      },\n      \"relationships\": {\n        \"being advised by\": \"Meera\"\n      }\n    },\n    {\n      \"name\": \"morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's daily routine in the morning\"\n      },\n      \"relationships\": {\n        \"related to\": \"running\",\n        \"related to\": \"sleep\"\n      }\n    },\n    {\n      \"name\": \"running\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Exercise activity Rajesh wants to start again\"\n      },\n      \"relationships\": {\n        \"dependent on\": \"sleep\"\n      }\n    },\n    {\n      \"name\": \"sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's sleep schedule and quality\"\n      },\n      \"relationships\": {\n        \"related to\": \"morning routine\",\n        \"affecting\": \"running\"\n      }\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh wakes up\"\n      },\n      \"relationships\": {\n        \"part of\": \"morning routine\"\n      }\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Desired wake-up time\"\n      },\n      \"relationships\": {\n        \"part of\": \"morning routine\"\n      }\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh usually sleeps\"\n      },\n      \"relationships\": {\n        \"part of\": \"sleep\"\n      }\n    },\n    {\n      \"name\": \"screens\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Electronic devices Rajesh uses\"\n      },\n      \"relationships\": {\n        \"affecting\": \"sleep\"\n      }\n    },\n    {\n      \"name\": \"phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Mobile device\"\n      },\n      \"relationships\": {\n        \"action\": \"goes on airplane mode at 10:30 PM\"\n      }\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time to turn off phone\"\n      },\n      \"relationships\": {\n        \"related to\": \"sleep\"\n      }\n    },\n    {\n      \"name\": \"physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Reading material for bedtime\"\n      },\n      \"relationships\": {\n        \"replaces\": \"screens\"\n      }\n    },\n    {\n      \"name\": \"coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Beverage Rajesh consumes\"\n      },\n      \"relationships\": {\n        \"replaced by\": \"green tea\"\n      }\n    },\n    {\n      \"name\": \"filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Type of coffee Rajesh loves\"\n      },\n      \"relationships\": {\n        \"related to\": \"coffee\"\n      }\n    },\n    {\n      \"name\": \"4 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh usually has coffee\"\n      },\n      \"relationships\": {\n        \"related to\": \"coffee\"\n      }\n    },\n    {\n      \"name\": \"green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Beverage with less caffeine\"\n      },\n      \"relationships\": {\n        \"replaces\": \"coffee\"\n      }\n    },\n    {\n      \"name\": \"two weeks\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Duration for trying green tea\"\n      },\n      \"relationships\": {\n        \"related to\": \"green tea\"\n      }\n    },\n    {\n      \"name\": \"20 minutes\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Duration for initial running sessions\"\n      },\n      \"relationships\": {\n        \"related to\": \"running\"\n      }\n    },\n    {\n      \"name\": \"three times a week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Frequency for running\"\n      },\n      \"relationships\": {\n        \"related to\": \"running\"\n      }\n    },\n    {\n      \"name\": \"next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Meera will check in\"\n      },\n      \"relationships\": {\n        \"related to\": \"Rajesh\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 7999.9,
        "tokens_in": 428,
        "tokens_out": 1151
      },
      {
        "model": "claude-haiku",
        "model_display": "Claude Haiku 4.5",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/Advisor\",\n        \"relationship\": \"Conversing with Rajesh\",\n        \"description\": \"Providing health and wellness advice\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Discussing health goals with\"\n        },\n        {\n          \"entity\": \"Morning routine\",\n          \"relationship\": \"Advising on\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Providing recommendations for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/Participant\",\n        \"relationship\": \"Conversing with Meera\",\n        \"description\": \"Struggling with morning routine and sleep habits\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Meera\",\n          \"relationship\": \"Receiving advice from\"\n        },\n        {\n          \"entity\": \"Running\",\n          \"relationship\": \"Wants to resume\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Has poor sleep at 1 AM\"\n        },\n        {\n          \"entity\": \"Filter coffee\",\n          \"relationship\": \"Drinks at 4 PM\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Waking at 6 AM to run\",\n        \"current_status\": \"Not happening - waking at 8 AM instead\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Wants to establish\"\n        },\n        {\n          \"entity\": \"Running\",\n          \"relationship\": \"Core component of\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Dependent on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Exercise activity\",\n        \"proposed_frequency\": \"3 times a week\",\n        \"proposed_duration\": \"20 minutes\",\n        \"current_status\": \"Wanting to restart\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Wants to resume\"\n        },\n        {\n          \"entity\": \"Morning routine\",\n          \"relationship\": \"Part of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sleep schedule\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"current_bedtime\": \"1 AM\",\n        \"current_wake_time\": \"8 AM (with snoozing)\",\n        \"desired_wake_time\": \"6 AM\",\n        \"identified_problem\": \"Screen usage after dinner\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Is the primary issue for\"\n        },\n        {\n          \"entity\": \"Morning routine\",\n          \"relationship\": \"Affects\"\n        },\n        {\n          \"entity\": \"Phone\",\n          \"relationship\": \"Disrupted by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"issue\": \"Screen usage keeping Rajesh awake\",\n        \"proposed_intervention\": \"Airplane mode at 10:30 PM\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Used by\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Disrupts\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"current_consumption_time\": \"4 PM\",\n        \"user\": \"Rajesh\",\n        \"issue\": \"Likely keeping Rajesh awake\",\n        \"recommendation\": \"No consumption after 2 PM\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Consumes regularly\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Negatively affects\"\n        },\n        {\n          \"entity\": \"Green tea\",\n          \"relationship\": \"Proposed replacement for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"Coffee replacement\",\n        \"caffeine_content\": \"Lower than filter coffee\",\n        \"timing\": \"After 2 PM acceptable\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Filter coffee\",\n          \"relationship\": \"Replacement for\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Suggested for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"Bedtime reading\",\n        \"benefit\": \"Reduces screen time before sleep\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Recommended for\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Helps improve\"\n        }\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time to activate airplane mode on phone\",\n        \"context\": \"Evening routine\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Phone\",\n          \"relationship\": \"Deadline for airplane mode\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Part of improvement plan\"\n        }\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Cutoff time for caffeine consumption\",\n        \"context\": \"Daily routine\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Filter coffee\",\n          \"relationship\": \"No consumption after this time\"\n        },\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Supports improvement of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Two weeks\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Trial period for new sleep habits\",\n        \"purpose\": \"Test effectiveness before adding running\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Sleep schedule\",\n          \"relationship\": \"Duration to monitor\"\n        },\n        {\n          \"entity\": \"Running\",\n          \"relationship\": \"Contingent on success of this period\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Follow-up check-in date\",\n        \"context\": \"Accountability checkpoint\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Meera\",\n          \"relationship\": \"Will conduct check-in\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Will be checked in on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Afternoon slump\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Energy dip Rajesh experiences around 4 PM\",\n        \"current_response\": \"Filter coffee consumption\",\n        \"proposed_response\": \"Green tea\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"Experiences\"\n        },\n        {\n          \"entity\": \"Filter coffee\",\n          \"relationship\": \"Triggered consumption of\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 11158.8,
        "tokens_in": 458,
        "tokens_out": 1999
      },
      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Advisor/Friend\",\n        \"description\": \"Suggests routine changes and holds Rajesh accountable\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Friend/Coach\"\n        },\n        {\n          \"target\": \"Check-in\",\n          \"type\": \"Initiator\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Subject of routine change\",\n        \"habits\": \"Wakes up at 8 AM, sleeps at 1 AM, drinks filter coffee at 4 PM\",\n        \"goals\": \"Wants to start running at 6 AM\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Meera\",\n          \"type\": \"Friend/Advisee\"\n        },\n        {\n          \"target\": \"Phone\",\n          \"type\": \"User\"\n        },\n        {\n          \"target\": \"Filter coffee\",\n          \"type\": \"Consumer\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"Currently failing\",\n        \"goal\": \"Include running and earlier wake time\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Personal habit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"frequency\": \"Three times a week\",\n        \"duration\": \"20 minutes\",\n        \"target_time\": \"6 AM\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Goal activity\"\n        },\n        {\n          \"target\": \"Sleep\",\n          \"type\": \"Dependent on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"current_bedtime\": \"1 AM\",\n        \"current_wake_time\": \"8 AM\",\n        \"issue\": \"Delayed by screen usage\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Health factor\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"action\": \"Set to airplane mode at 10:30 PM\",\n        \"usage\": \"Reading articles and watching videos\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Distraction source\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"Bedtime reading replacement for screens\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Suggested tool\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"habit\": \"Consumed at 4 PM\",\n        \"restriction\": \"No coffee after 2 PM\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Favorite beverage\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Lower caffeine alternative to coffee\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Filter coffee\",\n          \"type\": \"Replacement for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"New deadline for phone usage\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Phone\",\n          \"type\": \"Cutoff time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"New caffeine cutoff time\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Filter coffee\",\n          \"type\": \"Consumption limit\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Scheduled follow-up date\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Check-in\",\n          \"type\": \"Scheduled time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Check-in\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"purpose\": \"Accountability for routine changes\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Meera\",\n          \"type\": \"Conducted by\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Participant\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dinner\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Time marker for when Rajesh starts using screens\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Daily activity\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 16596.0,
        "tokens_in": 437,
        "tokens_out": 1364
      },
      {
        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor\",\n        \"relationship\": \"friend/coach to Rajesh\"\n      },\n      \"relationships\": [\n        {\"type\": \"advises\", \"target\": \"Rajesh\"},\n        {\"type\": \"suggests\", \"target\": \"Phone\"},\n        {\"type\": \"suggests\", \"target\": \"Physical book\"},\n        {\"type\": \"suggests\", \"target\": \"Green tea\"},\n        {\"type\": \"sets_check_in_date\", \"target\": \"Next Monday\"}\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisee\",\n        \"description\": \"struggling with morning routine and sleep\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_advised_by\", \"target\": \"Meera\"},\n        {\"type\": \"struggles_with\", \"target\": \"Morning routine\"},\n        {\"type\": \"struggles_with\", \"target\": \"Running\"},\n        {\"type\": \"struggles_with\", \"target\": \"Sleep\"},\n        {\"type\": \"wakes_up_at\", \"target\": \"8 AM\"},\n        {\"type\": \"targets_wake_up_at\", \"target\": \"6 AM\"},\n        {\"type\": \"sleeps_at\", \"target\": \"1 AM\"},\n        {\"type\": \"uses\", \"target\": \"Alarm\"},\n        {\"type\": \"uses\", \"target\": \"Screens\"},\n        {\"type\": \"consumes\", \"target\": \"Coffee\"},\n        {\"type\": \"experiences\", \"target\": \"Afternoon slump\"},\n        {\"type\": \"will_try\", \"target\": \"Green tea\"},\n        {\"type\": \"will_try\", \"target\": \"Physical book\"},\n        {\"type\": \"will_start_tonight\", \"target\": \"Tonight\"}\n      ]\n    },\n    {\n      \"name\": \"Morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's daily start, currently not going well\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_struggled_with_by\", \"target\": \"Rajesh\"},\n        {\"type\": \"includes_goal\", \"target\": \"Running\"}\n      ]\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Activity Rajesh wants to restart\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_part_of\", \"target\": \"Morning routine\"},\n        {\"type\": \"is_goal_for\", \"target\": \"Rajesh\"}\n      ]\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rajesh's current wake-up time\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_current_wake_up_time_for\", \"target\": \"Rajesh\"}\n      ]\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rajesh's target wake-up time\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_target_wake_up_time_for\", \"target\": \"Rajesh\"}\n      ]\n    },\n    {\n      \"name\": \"Alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Device for waking up\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_snoozed_by\", \"target\": \"Rajesh\"}\n      ]\n    },\n    {\n      \"name\": \"Snooze\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Action of delaying the alarm\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_done_by\", \"target\": \"Rajesh\"}\n      ]\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rajesh's current sleep time\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_current_sleep_time_for\", \"target\": \"Rajesh\"}\n      ]\n    },\n    {\n      \"name\": \"Screens\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Electronic displays\"\n      },\n      \"relationships\": [\n        {\"type\": \"causes_late_sleep_for\", \"target\": \"Rajesh\"},\n        {\"type\": \"used_for_reading\", \"target\": \"Articles\"},\n        {\"type\": \"used_for_watching\", \"target\": \"Videos\"}\n      ]\n    },\n    {\n      \"name\": \"Articles\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Content Rajesh reads on screens\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_read_on\", \"target\": \"Screens\"}\n      ]\n    },\n    {\n      \"name\": \"Videos\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Content Rajesh watches on screens\"\n      },\n      \"relationships\": [\n        {\"type\": \"is_watched_on\", \"target\": \"Screens\"}\n      ]\n    },\n    {\n      \"",
        "latency_ms": 17387.7,
        "tokens_in": 437,
        "tokens_out": 1294
      },
      {
        "model": "claude-opus",
        "model_display": "Claude Opus 4.6",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor/accountability partner\",\n        \"description\": \"Providing guidance on sleep hygiene and morning routine to Rajesh\"\n      },\n      \"relationships\": [\n        \"advising Rajesh on sleep and running habits\",\n        \"plans to check in with Rajesh next Monday\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"person seeking to improve habits\",\n        \"description\": \"Struggling with morning routine, waking up at 8 AM instead of 6 AM, sleeping around 1 AM, has a screen time habit after dinner, loves filter coffee, experiences afternoon slump around 4 PM\"\n      },\n      \"relationships\": [\n        \"receiving advice from Meera\",\n        \"wants to start running again\",\n        \"committing to phone off at 10:30 PM starting tonight\"\n      ]\n    },\n    {\n      \"name\": \"Morning Running Routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's goal to start running again in the morning\",\n        \"planned_schedule\": \"20 minutes, three times a week\",\n        \"target_time\": \"6 AM\",\n        \"status\": \"deferred until sleep improves\"\n      },\n      \"relationships\": [\n        \"goal of Rajesh\",\n        \"dependent on fixing sleep schedule first\"\n      ]\n    },\n    {\n      \"name\": \"Sleep Hygiene\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Core issue identified by Meera as the root cause of Rajesh's inability to run in the morning\",\n        \"current_sleep_time\": \"around 1 AM\",\n        \"desired_wake_time\": \"6 AM\",\n        \"current_wake_time\": \"8 AM\",\n        \"problems\": \"late-night screen usage, late coffee consumption\"\n      },\n      \"relationships\": [\n        \"root cause blocking morning running routine\",\n        \"Meera's primary focus for intervention\"\n      ]\n    },\n    {\n      \"name\": \"10:30 PM Phone Cutoff\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Meera's recommendation to put phone on airplane mode at 10:30 PM\",\n        \"status\": \"Rajesh committed to starting tonight\",\n        \"purpose\": \"reduce screen time before bed to improve sleep\"\n      },\n      \"relationships\": [\n        \"suggested by Meera\",\n        \"accepted by Rajesh\",\n        \"part of sleep hygiene plan\"\n      ]\n    },\n    {\n      \"name\": \"Filter Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Rajesh's preferred coffee, typically consumed around 4 PM during afternoon slump\",\n        \"issue\": \"likely contributing to late-night wakefulness\"\n      },\n      \"relationships\": [\n        \"loved by Rajesh\",\n        \"Meera recommends no coffee after 2 PM\",\n        \"to be replaced with green tea\"\n      ]\n    },\n    {\n      \"name\": \"Green Tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Meera's suggested replacement for afternoon coffee\",\n        \"benefit\": \"contains some caffeine but much less than coffee\"\n      },\n      \"relationships\": [\n        \"recommended by Meera as replacement for filter coffee\",\n        \"part of sleep improvement plan\"\n      ]\n    },\n    {\n      \"name\": \"2 PM Coffee Cutoff\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Meera's recommendation that Rajesh stops drinking coffee after 2 PM\",\n        \"purpose\": \"improve sleep quality\"\n      },\n      \"relationships\": [\n        \"suggested by Meera\",\n        \"part of sleep hygiene plan\"\n      ]\n    },\n    {\n      \"name\": \"Physical Book for Bedtime\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Meera's suggestion to replace screen-based reading with a physical book before bed\"\n      },\n      \"relationships\": [\n        \"recommended by Meera\",\n        \"replacement for screen time after dinner\",\n        \"part of sleep hygiene plan\"\n      ]\n    },\n    {\n      \"name\": \"Two-Week Trial Period\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Duration Meera suggested for Rajesh to try the new sleep habits before adding running\",\n        \"duration\": \"two weeks\",\n        \"status\": \"starting tonight\"\n      },\n      \"relationships\": [\n        \"proposed by Meera\",\n        \"accepted by Rajesh\",\n        \"precondition for adding morning run\"\n      ]\n    },\n    {\n      \"name\": \"Next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Meera's planned check-in date with Rajesh\"\n      },\n      \"relationships\": [\n        \"first accountability check-in between Meera and Rajesh\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 19136.7,
        "tokens_in": 459,
        "tokens_out": 1281
      },
      {
        "model": "gemini-3-pro",
        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"role: advisor/accountability partner\",\n        \"tone: firm but helpful\"\n      ],\n      \"relationships\": [\n        \"advising Rajesh on sleep and routine habits\",\n        \"will check in with Rajesh next Monday\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"struggling with morning routine\",\n        \"wakes up at 8 AM\",\n        \"sleeps at 1 AM\",\n        \"loves filter coffee\"\n      ],\n      \"relationships\": [\n        \"being advised by Meera\",\n        \"owner of the phone/screens causing distraction\"\n      ]\n    },\n    {\n      \"name\": \"Morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"status: terrible\",\n        \"goal: start running again\"\n      ],\n      \"relationships\": [\n        \"attempted by Rajesh\",\n        \"discussed by Meera and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"goal frequency: 3 times a week\",\n        \"goal duration: 20 minutes\",\n        \"prerequisite: improved sleep\"\n      ],\n      \"relationships\": [\n        \"Rajesh wants to restart this\",\n        \"Meera suggests adding this after two weeks\"\n      ]\n    },\n    {\n      \"name\": \"Sleep\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"current time: 1 AM\",\n        \"current wake up: 8 AM\",\n        \"goal wake up: 6 AM\",\n        \"issue: disrupted by screens and caffeine\"\n      ],\n      \"relationships\": [\n        \"Rajesh is trying to fix this\",\n        \"identified as the root problem by Meera\"\n      ]\n    },\n    {\n      \"name\": \"Phone / Screens\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"usage: reading articles and watching videos\",\n        \"restriction: airplane mode at 10:30 PM\"\n      ],\n      \"relationships\": [\n        \"used by Rajesh\",\n        \"cause of sleep delay\"\n      ]\n    },\n    {\n      \"name\": \"Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"consumption time: 4 PM\",\n        \"restriction: no coffee after 2 PM\",\n        \"effect: keeps Rajesh up\"\n      ],\n      \"relationships\": [\n        \"consumed by Rajesh\",\n        \"to be replaced by Green tea\"\n      ]\n    },\n    {\n      \"name\": \"Green tea\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"content: less caffeine\",\n        \"role: substitute for afternoon coffee\"\n      ],\n      \"relationships\": [\n        \"suggested by Meera\"\n      ]\n    },\n    {\n      \"name\": \"Physical book\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"usage: bedtime reading\"\n      ],\n      \"relationships\": [\n        \"suggested replacement for screens\"\n      ]\n    },\n    {\n      \"name\": \"Next Monday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"significance: check-in day\"\n      ],\n      \"relationships\": [\n        \"deadline set by Meera for Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"significance: phone curfew / airplane mode time\"\n      ],\n      \"relationships\": [\n        \"agreed upon start time for Rajesh's new routine\"\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"significance: caffeine cut-off time\"\n      ],\n      \"relationships\": [\n        \"limit set by Meera\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 22143.3,
        "tokens_in": 437,
        "tokens_out": 975
      },
      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor/friend\",\n        \"description\": \"Provides health and lifestyle advice to Rajesh\",\n        \"communication_style\": \"direct, practical, supportive\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"friend/advisor to\"},\n        {\"entity\": \"Next Monday Check-in\", \"relation\": \"plans to follow up on\"}\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisee/friend\",\n        \"wake_time_actual\": \"8 AM\",\n        \"wake_time_goal\": \"6 AM\",\n        \"sleep_time\": \"1 AM\",\n        \"habits\": \"screen use after dinner, reading articles, watching videos, snoozing alarm five times\",\n        \"caffeine_habit\": \"filter coffee around 4 PM\",\n        \"health_goal\": \"restart morning running routine\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Meera\", \"relation\": \"receives advice from\"},\n        {\"entity\": \"Morning Running Routine\", \"relation\": \"wants to restart\"},\n        {\"entity\": \"Filter Coffee\", \"relation\": \"regular consumer of\"},\n        {\"entity\": \"Sleep Problem\", \"relation\": \"experiencing\"}\n      ]\n    },\n    {\n      \"name\": \"Morning Running Routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"goal_wake_time\": \"6 AM\",\n        \"proposed_duration\": \"20 minutes\",\n        \"proposed_frequency\": \"three times a week\",\n        \"status\": \"not yet started, pending sleep improvement\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"goal of\"},\n        {\"entity\": \"Sleep Problem\", \"relation\": \"blocked by\"}\n      ]\n    },\n    {\n      \"name\": \"Sleep Problem\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"current_sleep_time\": \"1 AM\",\n        \"cause\": \"screen use after dinner, reading articles, watching videos\",\n        \"impact\": \"inability to wake at 6 AM, snoozing alarm five times\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"affects\"},\n        {\"entity\": \"Morning Running Routine\", \"relation\": \"blocks\"},\n        {\"entity\": \"Screen Use After Dinner\", \"relation\": \"caused by\"},\n        {\"entity\": \"Filter Coffee\", \"relation\": \"potentially worsened by\"}\n      ]\n    },\n    {\n      \"name\": \"Screen Use After Dinner\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"activities\": \"reading articles, watching videos\",\n        \"timing\": \"after dinner, late night\",\n        \"effect\": \"keeps Rajesh awake until 1 AM\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"habit of\"},\n        {\"entity\": \"Sleep Problem\", \"relation\": \"contributes to\"}\n      ]\n    },\n    {\n      \"name\": \"Airplane Mode Rule\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"time\": \"10:30 PM\",\n        \"description\": \"Phone goes on airplane mode at 10:30 PM\",\n        \"status\": \"non-negotiable recommendation from Meera\",\n        \"start_date\": \"tonight\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Meera\", \"relation\": \"recommended by\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"committed to by\"},\n        {\"entity\": \"Sleep Problem\", \"relation\": \"intended to address\"}\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"designated phone airplane mode cutoff time\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Airplane Mode Rule\", \"relation\": \"time for\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"applies to\"}\n      ]\n    },\n    {\n      \"name\": \"Physical Book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"bedtime reading replacement for screens\",\n        \"recommendation_source\": \"Meera\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Meera\", \"relation\": \"recommended by\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"suggested for use by\"},\n        {\"entity\": \"Screen Use After Dinner\", \"relation\": \"intended to replace\"}\n      ]\n    },\n    {\n      \"name\": \"Filter Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"consumption_time\": \"around 4 PM\",\n        \"occasion\": \"afternoon slump\",\n        \"restriction\": \"no coffee after 2 PM recommended\",\n        \"effect\": \"potentially disrupting sleep\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"consumed by\"},\n        {\"entity\": \"Sleep Problem\", \"relation\": \"potentially contributes to\"},\n        {\"entity\": \"Green Tea\", \"relation\": \"to be replaced by\"},\n        {\"entity\": \"2 PM Coffee Cutoff\", \"relation\": \"subject to\"}\n      ]\n    },\n    {\n      \"name\": \"2 PM Coffee Cutoff\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"No coffee consumption after 2 PM\",\n        \"recommendation_source\": \"Meera\",\n        \"reason\": \"caffeine likely disrupting sleep\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Meera\", \"relation\": \"recommended by\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"applies to\"},\n        {\"entity\": \"Filter Coffee\", \"relation\": \"restricts\"}\n      ]\n    },\n    {\n      \"name\": \"Green Tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"replacement for afternoon filter coffee\",\n        \"caffeine_level\": \"lower than coffee\",\n        \"benefit\": \"addresses afternoon slump with less sleep disruption\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Meera\", \"relation\": \"recommended by\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"suggested for\"},\n        {\"entity\": \"Filter Coffee\", \"relation\": \"replaces\"}\n      ]\n    },\n    {\n      \"name\": \"Afternoon Slump\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"timing\": \"around 4 PM\",\n        \"description\": \"Energy dip Rajesh experiences in the afternoon\",\n        \"current_remedy\": \"filter coffee\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"experienced by\"},\n        {\"entity\": \"Filter Coffee\", \"relation\": \"currently addressed with\"},\n        {\"entity\": \"Green Tea\", \"relation\": \"proposed to be addressed with\"}\n      ]\n    },\n    {\n      \"name\": \"Two-Week Trial\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"duration\": \"two weeks\",\n        \"goal\": \"improve sleep quality\",\n        \"interventions\": \"phone airplane mode at 10:30 PM, physical book, no coffee after 2 PM, green tea replacement\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Meera\", \"relation\": \"proposed by\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"to be undertaken by\"},\n        {\"entity\": \"Sleep Problem\", \"relation\": \"intended to address\"},\n        {\"entity\": \"Morning Running Routine\", \"relation\": \"precedes addition of\"}\n      ]\n    },\n    {\n      \"name\": \"Next Monday Check-in\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"next Monday\",\n        \"purpose\": \"Meera follows up with Rajesh on sleep improvement progress\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Meera\", \"relation\": \"initiated by\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"subject of check-in\"},\n        {\"entity\": \"Two-Week Trial\", \"relation\": \"part of follow-up for\"}\n      ]\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Rajesh's current average sleep time\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"current sleep time of\"},\n        {\"entity\": \"Sleep Problem\", \"relation\": \"key indicator of\"}\n      ]\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Rajesh's target wake-up time for morning run\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"goal wake time of\"},\n        {\"entity\": \"Morning Running Routine\", \"relation\": \"required for\"}\n      ]\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Rajesh's actual current wake-up time\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"actual wake time of\"}\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 26111.8,
        "tokens_in": 459,
        "tokens_out": 2281
      },
      {
        "model": "gemini-pro",
        "model_display": "Gemini 2.5 Pro",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Advisor / Friend\",\n        \"description\": \"Gives advice to Rajesh to help him improve his routine and sleep habits.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"advises\"\n        },\n        {\n          \"target\": \"Next Monday\",\n          \"type\": \"plans to check in on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Advisee / Friend\",\n        \"description\": \"Wants to start a morning running routine but struggles with waking up early due to poor sleep habits.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Meera\",\n          \"type\": \"is advised by\"\n        },\n        {\n          \"target\": \"Morning Routine\",\n          \"type\": \"wants to improve\"\n        },\n        {\n          \"target\": \"Coffee\",\n          \"type\": \"consumes\"\n        },\n        {\n          \"target\": \"Sleep\",\n          \"type\": \"struggles with\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Morning Routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The overall goal Rajesh is trying to establish, which includes waking up early and running.\",\n        \"status\": \"Failing\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"is a goal for\"\n        },\n        {\n          \"target\": \"Running\",\n          \"type\": \"is intended to include\"\n        },\n        {\n          \"target\": \"Sleep\",\n          \"type\": \"is dependent on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"An activity Rajesh wants to incorporate into his morning routine.\",\n        \"plan\": \"Start with 20 minutes, three times a week.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Morning Routine\",\n          \"type\": \"is a component of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Identified as the root cause of Rajesh's inability to maintain his morning routine.\",\n        \"current_bedtime\": \"Around 1 AM\",\n        \"current_wake_time\": \"8 AM\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"is a problem for\"\n        },\n        {\n          \"target\": \"Screen Time\",\n          \"type\": \"is negatively affected by\"\n        },\n        {\n          \"target\": \"Coffee\",\n          \"type\": \"is negatively affected by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Screen Time\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's habit of reading articles and watching videos on his phone after dinner, which delays his sleep.\",\n        \"proposed_solution\": \"Put phone on airplane mode at 10:30 PM.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"is a habit of\"\n        },\n        {\n          \"target\": \"Sleep\",\n          \"type\": \"disrupts\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Filter coffee\",\n        \"description\": \"A beverage Rajesh drinks around 4 PM, which is likely contributing to his sleep problems.\",\n        \"proposed_rule\": \"No coffee after 2 PM.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"is consumed by\"\n        },\n        {\n          \"target\": \"Green Tea\",\n          \"type\": \"is suggested to be replaced by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Green Tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A suggested replacement for Rajesh's afternoon coffee.\",\n        \"property\": \"Contains less caffeine than coffee.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Coffee\",\n          \"type\": \"is a proposed replacement for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"The device used by Rajesh for late-night screen time.\",\n        \"proposed_action\": \"Set to airplane mode at 10:30 PM.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"is used by\"\n        },\n        {\n          \"target\": \"Screen Time\",\n          \"type\": \"is the source of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Physical Book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A suggested alternative to using a phone for bedtime reading.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Screen Time\",\n          \"type\": \"is a proposed replacement for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rajesh's desired wake-up time.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Morning Routine\",\n          \"type\": \"is the target start time for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rajesh's current wake-up time.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"is the current wake-up time of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rajesh's current approximate bedtime.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"is the current bedtime of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The proposed non-negotiable time for Rajesh to stop using his phone.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Screen Time\",\n          \"type\": \"is the proposed cutoff time for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The proposed cutoff time for drinking coffee.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Coffee\",\n          \"type\": \"is the proposed consumption cutoff for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"4 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The time Rajesh usually has his afternoon coffee.\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Coffee\",\n          \"type\": \"is the usual consumption time of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Two Weeks\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The suggested trial period for the new sleep-focused habits",
        "latency_ms": 29272.9,
        "tokens_in": 437,
        "tokens_out": 1875
      },
      {
        "model": "gemini-3.1-pro",
        "model_display": "Gemini 3.1 Pro (Preview)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/Accountability partner\",\n        \"description\": \"Provides advice and sets rules for Rajesh's routine\"\n      },\n      \"relationships\": [\n        \"Advising Rajesh\",\n        \"Checking in with Rajesh on Next Monday\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Individual trying to improve habits\",\n        \"description\": \"Struggles with sleep, wakes up at 8 AM instead of 6 AM, stays up until 1 AM\"\n      },\n      \"relationships\": [\n        \"Advised by Meera\",\n        \"Wants to start Running\",\n        \"Loves Filter coffee\",\n        \"Distracted by Phone\"\n      ]\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Morning activity, target is 20 minutes, three times a week\"\n      },\n      \"relationships\": [\n        \"Goal activity for Rajesh\",\n        \"Dependent on Rajesh improving his Sleep\"\n      ]\n    },\n    {\n      \"name\": \"Sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Currently disrupted, sleeping at 1 AM instead of earlier\"\n      },\n      \"relationships\": [\n        \"Primary problem for Rajesh\",\n        \"Negatively affected by Phone and Filter coffee\",\n        \"Prerequisite for Running\"\n      ]\n    },\n    {\n      \"name\": \"Phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Source of screen time (articles and videos), to be put on airplane mode at 10:30 PM\"\n      },\n      \"relationships\": [\n        \"Used by Rajesh\",\n        \"Disrupts Rajesh's Sleep\",\n        \"To be replaced by Physical book at bedtime\"\n      ]\n    },\n    {\n      \"name\": \"Physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Bedtime reading material\"\n      },\n      \"relationships\": [\n        \"Suggested by Meera to Rajesh\",\n        \"Replacement for Phone before Sleep\"\n      ]\n    },\n    {\n      \"name\": \"Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Caffeinated beverage, usually consumed at 4 PM for the afternoon slump\"\n      },\n      \"relationships\": [\n        \"Loved and consumed by Rajesh\",\n        \"Restricted by Meera to before 2 PM\",\n        \"To be replaced by Green tea in the afternoon\"\n      ]\n    },\n    {\n      \"name\": \"Green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Beverage with lower caffeine content\"\n      },\n      \"relationships\": [\n        \"Suggested by Meera to Rajesh\",\n        \"Afternoon replacement for Filter coffee\"\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Daily deadline for screen time\"\n      },\n      \"relationships\": [\n        \"Time Rajesh must put his Phone on airplane mode\"\n      ]\n    },\n    {\n      \"name\": \"Next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Follow-up day\"\n      },\n      \"relationships\": [\n        \"Date Meera will check in on Rajesh's progress\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 44983.7,
        "tokens_in": 437,
        "tokens_out": 869
      },
      {
        "model": "ministral-14b",
        "model_display": "Ministral 3 14B (Local)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor/friend\",\n        \"description\": \"Provides guidance on sleep and lifestyle changes\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"friend/colleague\",\n          \"description\": \"Gives advice to improve Rajesh's sleep and running routine\"\n        },\n        {\n          \"entity\": \"morning routine\",\n          \"type\": \"related_to\",\n          \"description\": \"Discusses Rajesh's struggles with it\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Suggests changes to improve Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"related_to\",\n          \"description\": \"Advises Rajesh to limit consumption\"\n        },\n        {\n          \"entity\": \"green tea\",\n          \"type\": \"related_to\",\n          \"description\": \"Recommends as a replacement for coffee\"\n        },\n        {\n          \"entity\": \"next Monday\",\n          \"type\": \"related_to\",\n          \"description\": \"Plans to check in with Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"recipient/learner\",\n        \"description\": \"Seeks advice on improving sleep and resuming running\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Meera\",\n          \"type\": \"friend/colleague\",\n          \"description\": \"Receives advice from Meera\"\n        },\n        {\n          \"entity\": \"morning routine\",\n          \"type\": \"struggling_with\",\n          \"description\": \"Finds it difficult to wake up early\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"needs_improvement\",\n          \"description\": \"Sleeps late (around 1 AM) due to screen time\"\n        },\n        {\n          \"entity\": \"running\",\n          \"type\": \"wants_to_resume\",\n          \"description\": \"Wants to start running again but struggles with timing\"\n        },\n        {\n          \"entity\": \"alarm\",\n          \"type\": \"ignored\",\n          \"description\": \"Snoozes it five times\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"consumes_daily\",\n          \"description\": \"Drinks it around 4 PM for an afternoon slump\"\n        },\n        {\n          \"entity\": \"green tea\",\n          \"type\": \"will_try\",\n          \"description\": \"Agrees to replace coffee with it\"\n        },\n        {\n          \"entity\": \"physical book\",\n          \"type\": \"will_use\",\n          \"description\": \"Agrees to use it for bedtime reading\"\n        },\n        {\n          \"entity\": \"phone\",\n          \"type\": \"will_adjust\",\n          \"description\": \"Agrees to put it on airplane mode at 10:30 PM\"\n        },\n        {\n          \"entity\": \"20-minute run\",\n          \"type\": \"planned\",\n          \"description\": \"Agrees to start with this, three times a week\"\n        }\n      ]\n    },\n    {\n      \"name\": \"morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Daily activities in the morning, including waking up and running\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"belongs_to\",\n          \"description\": \"Rajesh's struggle with waking up early\"\n        },\n        {\n          \"entity\": \"running\",\n          \"type\": \"includes\",\n          \"description\": \"Part of Rajesh's goal to resume running\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"affected_by\",\n          \"description\": \"Late sleep schedule hinders morning routine\"\n        },\n        {\n          \"entity\": \"alarm\",\n          \"type\": \"part_of\",\n          \"description\": \"Used to wake up but often snoozed\"\n        },\n        {\n          \"entity\": \"6 AM\",\n          \"type\": \"ideal_time\",\n          \"description\": \"Desired wake-up time for running\"\n        }\n      ]\n    },\n    {\n      \"name\": \"running\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Physical activity Rajesh wants to resume\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"intended_by\",\n          \"description\": \"Rajesh wants to start running again\"\n        },\n        {\n          \"entity\": \"morning routine\",\n          \"type\": \"part_of\",\n          \"description\": \"Planned as part of Rajesh's morning routine\"\n        },\n        {\n          \"entity\": \"6 AM\",\n          \"type\": \"planned_time\",\n          \"description\": \"Ideal time for running but currently unfeasible\"\n        },\n        {\n          \"entity\": \"20 minutes\",\n          \"type\": \"planned_duration\",\n          \"description\": \"Suggested starting duration, three times a week\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"dependent_on\",\n          \"description\": \"Cannot run at 6 AM due to late sleep schedule\"\n        }\n      ]\n    },\n    {\n      \"name\": \"sleep schedule\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Timing and quality of Rajesh's sleep\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"belongs_to\",\n          \"description\": \"Rajesh's current sleep habits\"\n        },\n        {\n          \"entity\": \"1 AM\",\n          \"type\": \"current_time\",\n          \"description\": \"Typical bedtime\"\n        },\n        {\n          \"entity\": \"screens\",\n          \"type\": \"cause\",\n          \"description\": \"Reading articles and watching videos keep Rajesh up\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"cause\",\n          \"description\": \"Afternoon coffee consumption affects sleep\"\n        },\n        {\n          \"entity\": \"morning routine\",\n          \"type\": \"affects\",\n          \"description\": \"Late sleep schedule disrupts morning routine\"\n        },\n        {\n          \"entity\": \"running\",\n          \"type\": \"hinders\",\n          \"description\": \"Prevents Rajesh from running at desired time\"\n        },\n        {\n          \"entity\": \"phone\",\n          \"type\": \"related_to\",\n          \"description\": \"Suggested to be put on airplane mode at 10:30 PM\"\n        },\n        {\n          \"entity\": \"physical book\",\n          \"type\": \"related_to\",\n          \"description\": \"Suggested for bedtime reading\"\n        },\n        {\n          \"entity\": \"green tea\",\n          \"type\": \"related_to\",\n          \"description\": \"Suggested as a replacement for coffee\"\n        },\n        {\n          \"entity\": \"2 PM\",\n          \"type\": \"related_to\",\n          \"description\": \"Suggested cutoff time for coffee\"\n        }\n      ]\n    },\n    {\n      \"name\": \"alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Device used to wake Rajesh up\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"used_by\",\n          \"description\": \"Rajesh's alarm for waking up\"\n        },\n        {\n          \"entity\": \"morning routine\",\n          \"type\": \"part_of\",\n          \"description\": \"Part of Rajesh's morning routine\"\n        },\n        {\n          \"entity\": \"6 AM\",\n          \"type\": \"set_time\",\n          \"description\": \"Ideal wake-up time but often ignored\"\n        },\n        {\n          \"entity\": \"8 AM\",\n          \"type\": \"current_wake_up_time\",\n          \"description\": \"Rajesh currently wakes up at this time\"\n        },\n        {\n          \"entity\": \"snooze\",\n          \"type\": \"action\",\n          \"description\": \"Rajesh snoozes it five times\"\n        }\n      ]\n    },\n    {\n      \"name\": \"screens\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Electronic devices causing Rajesh to stay up late\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"used_by\",\n          \"description\": \"Rajesh reads articles and watches videos on screens\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"cause\",\n          \"description\": \"Late-night screen use affects Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"10:30 PM\",\n          \"type\": \"related_to\",\n          \"description\": \"Suggested time to put phone on airplane mode\"\n        },\n        {\n          \"entity\": \"phone\",\n          \"type\": \"includes\",\n          \"description\": \"Part of the screens Rajesh uses\"\n        }\n      ]\n    },\n    {\n      \"name\": \"phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Smartphone used by Rajesh for various activities\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"owned_by\",\n          \"description\": \"Rajesh's phone\"\n        },\n        {\n          \"entity\": \"screens\",\n          \"type\": \"part_of\",\n          \"description\": \"Includes the phone Rajesh uses for late-night activities\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"affects\",\n          \"description\": \"Late-night phone use affects Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"airplane mode\",\n          \"type\": \"suggested_action\",\n          \"description\": \"Suggested to be put on at 10:30 PM\"\n        },\n        {\n          \"entity\": \"10:30 PM\",\n          \"type\": \"related_to\",\n          \"description\": \"Suggested time to enable airplane mode\"\n        }\n      ]\n    },\n    {\n      \"name\": \"physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Book recommended by Meera for bedtime reading\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Meera\",\n          \"type\": \"recommended_by\",\n          \"description\": \"Meera suggests using a physical book\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"will_use\",\n          \"description\": \"Rajesh agrees to use it for bedtime reading\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Intended to improve Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"screens\",\n          \"type\": \"replacement_for\",\n          \"description\": \"Replaces screen-based reading\"\n        }\n      ]\n    },\n    {\n      \"name\": \"filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Type of coffee Rajesh drinks daily\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"consumed_by\",\n          \"description\": \"Rajesh drinks filter coffee\"\n        },\n        {\n          \"entity\": \"Meera\",\n          \"type\": \"advised_about\",\n          \"description\": \"Meera advises Rajesh about it\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"affects\",\n          \"description\": \"Afternoon coffee consumption affects Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"4 PM\",\n          \"type\": \"consumption_time\",\n          \"description\": \"Rajesh drinks it around this time\"\n        },\n        {\n          \"entity\": \"afternoon slump\",\n          \"type\": \"related_to\",\n          \"description\": \"Rajesh drinks coffee to combat this\"\n        },\n        {\n          \"entity\": \"green tea\",\n          \"type\": \"replacement_for\",\n          \"description\": \"Suggested as a replacement\"\n        },\n        {\n          \"entity\": \"2 PM\",\n          \"type\": \"cutoff_time\",\n          \"description\": \"Suggested cutoff time for coffee consumption\"\n        }\n      ]\n    },\n    {\n      \"name\": \"green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Tea recommended by Meera as a replacement for coffee\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Meera\",\n          \"type\": \"recommended_by\",\n          \"description\": \"Meera suggests green tea\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"will_try\",\n          \"description\": \"Rajesh agrees to try it\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"replacement_for\",\n          \"description\": \"Suggested as a replacement for coffee\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Intended to improve Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"caffeine\",\n          \"type\": \"contains\",\n          \"description\": \"Contains some caffeine but less than coffee\"\n        }\n      ]\n    },\n    {\n      \"name\": \"articles\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Content Rajesh reads on screens after dinner\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"read_by\",\n          \"description\": \"Rajesh reads articles\"\n        },\n        {\n          \"entity\": \"screens\",\n          \"type\": \"read_on\",\n          \"description\": \"Read on electronic devices\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"affects\",\n          \"description\": \"Reading articles late at night affects Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"dinner\",\n          \"type\": \"related_to\",\n          \"description\": \"Read after dinner\"\n        }\n      ]\n    },\n    {\n      \"name\": \"videos\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Content Rajesh watches on screens after dinner\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"watched_by\",\n          \"description\": \"Rajesh watches videos\"\n        },\n        {\n          \"entity\": \"screens\",\n          \"type\": \"watched_on\",\n          \"description\": \"Watched on electronic devices\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"affects\",\n          \"description\": \"Watching videos late at night affects Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"dinner\",\n          \"type\": \"related_to\",\n          \"description\": \"Watched after dinner\"\n        }\n      ]\n    },\n    {\n      \"name\": \"dinner\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Evening meal time\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"related_to\",\n          \"description\": \"Rajesh's routine after dinner\"\n        },\n        {\n          \"entity\": \"articles\",\n          \"type\": \"followed_by\",\n          \"description\": \"Rajesh reads articles after dinner\"\n        },\n        {\n          \"entity\": \"videos\",\n          \"type\": \"followed_by\",\n          \"description\": \"Rajesh watches videos after dinner\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Late-night activities after dinner affect sleep\"\n        }\n      ]\n    },\n    {\n      \"name\": \"afternoon slump\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Period of low energy in the afternoon\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"experienced_by\",\n          \"description\": \"Rajesh experiences an afternoon slump\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"solution_for\",\n          \"description\": \"Rajesh drinks coffee to combat it\"\n        },\n        {\n          \"entity\": \"4 PM\",\n          \"type\": \"time_of\",\n          \"description\": \"Rajesh drinks coffee around this time\"\n        },\n        {\n          \"entity\": \"green tea\",\n          \"type\": \"alternative_solution\",\n          \"description\": \"Suggested as an alternative to coffee\"\n        }\n      ]\n    },\n    {\n      \"name\": \"airplane mode\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Phone setting to limit notifications and usage\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"phone\",\n          \"type\": \"setting_of\",\n          \"description\": \"Setting on Rajesh's phone\"\n        },\n        {\n          \"entity\": \"Meera\",\n          \"type\": \"recommended_by\",\n          \"description\": \"Meera suggests enabling airplane mode\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"will_enable\",\n          \"description\": \"Rajesh agrees to enable it\"\n        },\n        {\n          \"entity\": \"10:30 PM\",\n          \"type\": \"time_to_enable\",\n          \"description\": \"Suggested time to enable airplane mode\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Intended to improve Rajesh's sleep\"\n        }\n      ]\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Desired wake-up time for running\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"running\",\n          \"type\": \"planned_time_for\",\n          \"description\": \"Desired time for running\"\n        },\n        {\n          \"entity\": \"morning routine\",\n          \"type\": \"part_of\",\n          \"description\": \"Ideal wake-up time for morning routine\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"conflict_with\",\n          \"description\": \"Cannot wake up at 6 AM due to late sleep schedule\"\n        },\n        {\n          \"entity\": \"alarm\",\n          \"type\": \"set_time\",\n          \"description\": \"Ideal alarm time but often ignored\"\n        }\n      ]\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Current wake-up time for Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"current_wake_up_time\",\n          \"description\": \"Rajesh currently wakes up at this time\"\n        },\n        {\n          \"entity\": \"morning routine\",\n          \"type\": \"part_of\",\n          \"description\": \"Current wake-up time for Rajesh's morning routine\"\n        },\n        {\n          \"entity\": \"alarm\",\n          \"type\": \"ignored_until\",\n          \"description\": \"Rajesh snoozes the alarm until this time\"\n        },\n        {\n          \"entity\": \"6 AM\",\n          \"type\": \"contrast_with\",\n          \"description\": \"Desired wake-up time is earlier\"\n        }\n      ]\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Typical bedtime for Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"bedtime\",\n          \"description\": \"Rajesh usually sleeps around this time\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"part_of\",\n          \"description\": \"Current sleep schedule\"\n        },\n        {\n          \"entity\": \"6 AM\",\n          \"type\": \"conflict_with\",\n          \"description\": \"Late bedtime prevents early wake-up for running\"\n        },\n        {\n          \"entity\": \"screens\",\n          \"type\": \"related_to\",\n          \"description\": \"Late-night screen use leads to late bedtime\"\n        }\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Suggested time for phone adjustments\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"phone\",\n          \"type\": \"time_to_enable_airplane_mode\",\n          \"description\": \"Suggested time to put phone on airplane mode\"\n        },\n        {\n          \"entity\": \"airplane mode\",\n          \"type\": \"time_for\",\n          \"description\": \"Suggested time to enable airplane mode\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Intended to improve Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"agreed_time\",\n          \"description\": \"Rajesh agrees to start this tonight\"\n        }\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Suggested cutoff time for coffee consumption\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"cutoff_time_for\",\n          \"description\": \"Suggested time to stop drinking coffee\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Intended to improve Rajesh's sleep\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"current_habit_contrast\",\n          \"description\": \"Rajesh currently drinks coffee around 4 PM\"\n        }\n      ]\n    },\n    {\n      \"name\": \"4 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Current time Rajesh drinks coffee\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"consumption_time\",\n          \"description\": \"Rajesh drinks coffee around this time\"\n        },\n        {\n          \"entity\": \"afternoon slump\",\n          \"type\": \"related_to\",\n          \"description\": \"Rajesh drinks coffee to combat afternoon slump\"\n        },\n        {\n          \"entity\": \"2 PM\",\n          \"type\": \"contrast_with\",\n          \"description\": \"Suggested cutoff time for coffee is earlier\"\n        }\n      ]\n    },\n    {\n      \"name\": \"two weeks\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Duration for trying the suggested changes\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"trial_period_for\",\n          \"description\": \"Rajesh agrees to try changes for this duration\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"related_to\",\n          \"description\": \"Changes intended to improve sleep\"\n        },\n        {\n          \"entity\": \"green tea\",\n          \"type\": \"trial_period_for\",\n          \"description\": \"Trying green tea as a replacement for coffee\"\n        },\n        {\n          \"entity\": \"running\",\n          \"type\": \"follow_up\",\n          \"description\": \"After two weeks, running may be added if sleep improves\"\n        }\n      ]\n    },\n    {\n      \"name\": \"next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Scheduled follow-up time\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Meera\",\n          \"type\": \"planned_check_in\",\n          \"description\": \"Meera plans to check in with Rajesh\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"follow_up_with\",\n          \"description\": \"Rajesh will be checked in on\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"progress_check\",\n          \"description\": \"Check progress on improving sleep\"\n        },\n        {\n          \"entity\": \"running\",\n          \"type\": \"potential_addition\",\n          \"description\": \"Running may be added if sleep improves\"\n        }\n      ]\n    },\n    {\n      \"name\": \"20 minutes\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Suggested duration for initial running sessions\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"running\",\n          \"type\": \"duration_for\",\n          \"description\": \"Suggested duration for running\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"planned_for\",\n          \"description\": \"Rajesh plans to start with this duration\"\n        },\n        {\n          \"entity\": \"three times a week\",\n          \"type\": \"frequency\",\n          \"description\": \"Suggested frequency for running\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"dependent_on\",\n          \"description\": \"Running will be added only if sleep improves\"\n        }\n      ]\n    },\n    {\n      \"name\": \"three times a week\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Suggested frequency for running sessions\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"running\",\n          \"type\": \"frequency_for\",\n          \"description\": \"Suggested frequency for running\"\n        },\n        {\n          \"entity\": \"20 minutes\",\n          \"type\": \"paired_with\",\n          \"description\": \"Suggested duration for running sessions\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"planned_for\",\n          \"description\": \"Rajesh plans to run with this frequency\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"dependent_on\",\n          \"description\": \"Running will be added only if sleep improves\"\n        }\n      ]\n    },\n    {\n      \"name\": \"caffeine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Stimulant found in coffee and tea\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"found_in\",\n          \"description\": \"Caffeine is present in coffee\"\n        },\n        {\n          \"entity\": \"green tea\",\n          \"type\": \"found_in\",\n          \"description\": \"Green tea contains some caffeine\"\n        },\n        {\n          \"entity\": \"sleep schedule\",\n          \"type\": \"affects\",\n          \"description\": \"Caffeine consumption affects Rajesh's sleep\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "model": "qwen3-32b",
        "model_display": "Qwen3 32B (Local)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor\",\n        \"description\": \"Helping Rajesh with his morning routine and sleep habits.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"advisor to advisee\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisee\",\n        \"description\": \"Struggling with sleep and morning running routine.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Meera\",\n        \"relationship_type\": \"advisee to advisor\"\n      }\n    },\n    {\n      \"name\": \"morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's attempt to start running again in the morning.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"topic of concern\"\n      }\n    },\n    {\n      \"name\": \"running\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Exercise Rajesh wants to incorporate into his morning routine.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"morning routine\",\n        \"relationship_type\": \"component of\"\n      }\n    },\n    {\n      \"name\": \"sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Issue affecting Rajesh's ability to wake up early and run.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"topic of concern\"\n      }\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh is waking up.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"waking time\"\n      }\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh intended to wake up for running.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"intended waking time\"\n      }\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh usually goes to sleep.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"sleep time\"\n      }\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Meera suggests turning phone to airplane mode.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"recommended sleep preparation time\"\n      }\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Meera suggests stopping coffee consumption.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"recommended cutoff for caffeine\"\n      }\n    },\n    {\n      \"name\": \"4 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh usually has coffee.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"coffee consumption time\"\n      }\n    },\n    {\n      \"name\": \"phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Device contributing to Rajesh's late sleep.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"used for late-night activities\"\n      }\n    },\n    {\n      \"name\": \"airplane mode\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Phone setting recommended to reduce screen time before bed.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"phone\",\n        \"relationship_type\": \"setting of\"\n      }\n    },\n    {\n      \"name\": \"physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Alternative to screen-based reading suggested for bedtime.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"recommended bedtime reading material\"\n      }\n    },\n    {\n      \"name\": \"coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Beverage Rajesh consumes in the afternoon, affecting sleep.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"habitual consumption\"\n      }\n    },\n    {\n      \"name\": \"filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Specific type of coffee Rajesh enjoys.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"coffee\",\n        \"relationship_type\": \"type of\"\n      }\n    },\n    {\n      \"name\": \"green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Alternative to coffee suggested to reduce caffeine intake.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"recommended substitute\"\n      }\n    },\n    {\n      \"name\": \"afternoon slump\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Time of day when Rajesh feels tired and consumes coffee.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"experience\"\n      }\n    },\n    {\n      \"name\": \"two weeks\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Timeframe for trying the new sleep and routine plan.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Rajesh\",\n        \"relationship_type\": \"duration of trial\"\n      }\n    },\n    {\n      \"name\": \"20 minutes\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Duration of morning run to start with.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"running\",\n        \"relationship_type\": \"initial duration\"\n      }\n    },\n    {\n      \"name\": \"three times a week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Frequency of morning runs to start with.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"running\",\n        \"relationship_type\": \"initial frequency\"\n      }\n    },\n    {\n      \"name\": \"next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time when Meera will check in with Rajesh.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Meera\",\n        \"relationship_type\": \"check-in time\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 156956.3,
        "tokens_in": 437,
        "tokens_out": 1519
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        "model": "qwen3-32b-nim",
        "model_display": "Qwen3 32B NIM (NVFP4)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor\",\n        \"description\": \"Helping Rajesh with his morning routine and sleep schedule.\"\n      },\n      \"relationships\": {\n        \"advises\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"individual\",\n        \"description\": \"Trying to reestablish a morning running routine but struggling with sleep schedule.\"\n      },\n      \"relationships\": {\n        \"advised_by\": \"Meera\"\n      }\n    },\n    {\n      \"name\": \"Morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's goal to start running again in the morning.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Running\",\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Physical activity Rajesh wants to incorporate into his morning routine.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Morning routine\"\n      }\n    },\n    {\n      \"name\": \"Sleep schedule\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's current sleep pattern and the issue affecting his morning routine.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Morning routine\",\n        \"related_to\": \"Phone usage\",\n        \"related_to\": \"Coffee consumption\"\n      }\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh is waking up now.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Morning routine\"\n      }\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh wants to wake up for running.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Morning routine\"\n      }\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh usually goes to sleep.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Meera suggests turning off the phone.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"Phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Device Rajesh uses to read articles and watch videos late at night.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"Airplane mode\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Phone setting Meera suggests to reduce screen time before bed.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Phone\",\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"Physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Alternative to screen reading suggested for bedtime.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Beverage Rajesh consumes in the afternoon, affecting his sleep.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Specific type of coffee Rajesh enjoys.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Coffee\"\n      }\n    },\n    {\n      \"name\": \"Green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Alternative beverage suggested to replace coffee.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Coffee\",\n        \"related_to\": \"Sleep schedule\"\n      }\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Cut-off time for coffee consumption suggested by Meera.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Coffee\"\n      }\n    },\n    {\n      \"name\": \"4 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time Rajesh usually has his afternoon coffee.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Coffee\"\n      }\n    },\n    {\n      \"name\": \"20 minutes\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Duration of morning run suggested after improving sleep.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Running\"\n      }\n    },\n    {\n      \"name\": \"Three times a week\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Frequency of morning runs suggested.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Running\"\n      }\n    },\n    {\n      \"name\": \"Next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Date for Meera to check in with Rajesh.\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Follow-up\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 127467.8,
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      {
        "model": "mistral-small",
        "model_display": "Mistral Small 3.2 (24B, Local)",
        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\"Speaks to Rajesh\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\"Speaks to Meera\", \"Wants to start running again\", \"Has a morning routine problem\", \"Sleeps at 1 AM\", \"Uses screens after dinner\"]\n    },\n    {\n      \"name\": \"Morning Routine\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"Mentioned by Rajesh and Meera\"]\n    },\n    {\n      \"name\": \"Running\",\n      \"type\": \"event\",\n      \"attributes\": {\"time\": \"6 AM\"},\n      \"relationships\": [\"Mentioned by Meera\", \"Rajesh wants to start again\"]\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"Time Rajesh wakes up\"]\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"Time Rajesh wants to wake up\"]\n    },\n    {\n      \"name\": \"Alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\"action\": \"goes off\"},\n      \"relationships\": [\"Mentioned by Rajesh\"]\n    },\n    {\n      \"name\": \"Snooze\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\"Rajesh does this five times\"]\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"Time Rajesh sleeps\"]\n    },\n    {\n      \"name\": \"Screens\",\n      \"type\": \"object\",\n      \"attributes\": {\"action\": \"reading articles and watching videos\"},\n      \"relationships\": [\"Mentioned by Rajesh\", \"Problem for sleep\"]\n    },\n    {\n      \"name\": \"Sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"Mentioned by Meera and Rajesh\", \"Problem for running\"]\n    },\n    {\n      \"name\": \"Phone\",\n      \"type\": \"object\",\n      \"attributes\": {\"action\": \"goes on airplane mode\"},\n      \"relationships\": [\"Mentioned by Meera\"]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"Time phone goes on airplane mode\"]\n    },\n    {\n      \"name\": \"Physical Book\",\n      \"type\": \"object\",\n      \"attributes\": {\"purpose\": \"bedtime reading\"},\n      \"relationships\": [\"Suggested by Meera\"]\n    },\n    {\n      \"name\": \"Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"Mentioned by Meera and Rajesh\", \"Rajesh drinks it at 4 PM\"]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"Time to stop drinking coffee\"]\n    },\n    {\n      \"name\": \"Filter Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\"description\": \"Rajesh loves it\"},\n      \"relationships\": [\"Mentioned by Meera and Rajesh\"]\n    },\n    {\n      \"name\": \"Afternoon Slump\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\"Time Rajesh drinks coffee\"]\n    },\n    {\n      \"name\": \"Green Tea\",\n      \"type\": \"object\",\n      \"attributes\": {\"description\": \"less caffeine\"},\n      \"relationships\": [\"Suggested by Meera to replace coffee\"]\n    },\n    {\n      \"name\": \"Two Weeks\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"Time period for trying green tea\"]\n    },\n    {\n      \"name\": \"Monday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"Day Meera will check in with Rajesh\"]\n    }\n  ]\n}\n```",
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        "model": "nemotron-3-nano",
        "model_display": "Nemotron 3 Nano 30B (Local)",
        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversation initiator\",\n        \"relationship_to_Rajesh\": \"friend\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"friend\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversation participant\",\n        \"relationship_to_Meera\": \"friend\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Meera\",\n          \"relation\": \"friend\"\n        }\n      ]\n    },\n    {\n      \"name\": \"morning routine\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"goal\": \"start running again\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"running\",\n          \"relation\": \"part of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"running\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"exercise\",\n        \"desired_time\": \"6 AM\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"morning routine\",\n          \"relation\": \"part of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"function\": \"wake up\",\n        \"frequency\": \"multiple snoozes\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"affects\"\n        }\n      ]\n    },\n    {\n      \"name\": \"8 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"meaning\": \"current wake\u2011up time\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"wake_up_time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"6 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"meaning\": \"desired wake\u2011up time for running\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"running\",\n          \"relation\": \"desired_start\"\n        }\n      ]\n    },\n    {\n      \"name\": \"1 AM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"meaning\": \"current bedtime\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"bedtime\"\n        }\n      ]\n    },\n    {\n      \"name\": \"screens\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"role\": \"cause of late bedtime\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"sleep\",\n          \"relation\": \"affects\"\n        }\n      ]\n    },\n    {\n      \"name\": \"dinner\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"position\": \"after work/school\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"screens\",\n          \"relation\": \"followed by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"sleep\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"problematic\",\n        \"affected_by\": \"bedtime habits\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"subject of discussion\"\n        },\n        {\n          \"target\": \"1 AM\",\n          \"relation\": \"current_time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"meaning\": \"phone off time\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"airplane mode\",\n          \"relation\": \"enforced at\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"schedule\"\n        }\n      ]\n    },\n    {\n      \"name\": \"airplane mode\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"disable notifications\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"phone\",\n          \"relation\": \"applied to\"\n        },\n        {\n          \"target\": \"10:30 PM\",\n          \"relation\": \"activated at\"\n        }\n      ]\n    },\n    {\n      \"name\": \"physical book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"bedtime reading\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"airplane mode\",\n          \"relation\": \"complements\"\n        }\n      ]\n    },\n    {\n      \"name\": \"coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"caffeinated beverage\",\n        \"effect\": \"may disrupt sleep\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"consumes\"\n        },\n        {\n          \"target\": \"2 PM\",\n          \"relation\": \"common time\"\n        }\n      ]\n    },\n    {\n      \"name\": \"filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"variant\": \"specific style of coffee\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"coffee\",\n          \"relation\": \"subset\"\n        }\n      ]\n    },\n    {\n      \"name\": \"2 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"meaning\": \"cutoff time for caffeine\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"coffee\",\n          \"relation\": \"cutoff before\"\n        }\n      ]\n    },\n    {\n      \"name\": \"green tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"caffeine_level\": \"lower than coffee\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"coffee\",\n          \"relation\": \"substitute for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"two weeks\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"duration\": \"proposed trial period\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"sleep improvement\",\n          \"relation\": \"measurement period\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"meaning\": \"check\u2011in day\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"schedule check-in\"\n        }\n      ]\n    },\n    {\n      \"name\": \"next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"meaning\": \"specific upcoming Monday for check\u2011in\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Meera\",\n          \"relation\": \"will check in\"\n        },\n        {\n          \"target\": \"Rajesh\",\n          \"relation\": \"expected to report\"\n        }\n      ]\n    },\n    {\n      \"name\": \"20 minutes\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"duration\": \"starting run length\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"morning routine\",\n          \"relation\": \"component of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"three times a week\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"frequency\": \"proposed schedule for running\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"running\",\n          \"relation\": \"frequency\"\n        }\n      ]\n    }\n  ]\n}",
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        "transcript_id": "health_routine",
        "transcript_title": "Morning Routine Discussion",
        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"friend/peer\",\n        \"mood\": \"frustrated\",\n        \"status\": \"struggling with routine\",\n        \"habit_issue\": \"sleeping late, excessive snoozing\"\n      },\n      \"relationships\": [\"Friend of Meera\", \"Subject of the advice regarding sleep and running\"]\n    },\n    {\n      \"name\": \"Meera\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"advisor/friend\",\n        \"mood\": \"supportive but firm\",\n        \"status\": \"active planner\",\n        \"authority\": \"sets non-negotiable rules\"\n      },\n      \"relationships\": [\"Friend of Rajesh\", \"Source of advice and accountability\"]\n    },\n    {\n      \"name\": \"Morning Run\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"goal\": \"health improvement\",\n        \"frequency\": \"three times a week\",\n        \"duration\": \"20 minutes\",\n        \"status\": \"deferred until sleep improves\"\n      },\n      \"relationships\": [\"Dependent on sleep schedule\", \"Secondary goal after fixing sleep\"]\n    },\n    {\n      \"name\": \"Sleep Schedule\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"current_bedtime\": \"1 AM\",\n        \"target_bedtime\": \"10:30 PM\",\n        \"current_wake_time\": \"8 AM\",\n        \"ideal_wake_time\": \"6 AM\",\n        \"status\": \"problem area\"\n      },\n      \"relationships\": [\"Primary obstacle to running\", \"Target of immediate intervention\"]\n    },\n    {\n      \"name\": \"10:30 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"10:30 PM\",\n        \"action\": \"phone on airplane mode\",\n        \"significance\": \"non-negotiable cutoff time\"\n      },\n      \"relationships\": [\"Critical deadline for Rajesh's new routine\"]\n    },\n    {\n      \"name\": \"Green Tea\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"beverage\",\n        \"purpose\": \"replace afternoon coffee\",\n        \"caffeine_level\": \"low\",\n        \"benefit\": \"less sleep disruption\"\n      },\n      \"relationships\": [\"Substitute for filter coffee\", \"Recommended by Meera\"]\n    },\n    {\n      \"name\": \"Filter Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"beverage\",\n        \"consumption_time\": \"4 PM\",\n        \"problem\": \"keeps user awake\",\n        \"status\": \"to be discontinued\"\n      },\n      \"relationships\": [\"Cause of late sleep\", \"Target of replacement strategy\"]\n    },\n    {\n      \"name\": \"Physical Book\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"reading material\",\n        \"usage\": \"bedtime reading\",\n        \"purpose\": \"replace screen time\"\n      },\n      \"relationships\": [\"Tool to improve sleep hygiene\", \"Recommended alternative to screens\"]\n    },\n    {\n      \"name\": \"Next Monday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"Next Monday\",\n        \"event\": \"check-in call\",\n        \"purpose\": \"accountability review\"\n      },\n      \"relationships\": [\"Deadline for reporting progress\", \"Follow-up point\"]\n    },\n    {\n      \"name\": \"Screen Time\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"activities\": \"reading articles, watching videos\",\n        \"timing\": \"after dinner\",\n        \"impact\": \"delays sleep onset\"\n      },\n      \"relationships\": [\"Root cause of late bedtime\", \"Target behavior to eliminate\"]\n    },\n    {\n      \"name\": \"Two Weeks\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"duration\": \"14 days\",\n        \"purpose\": \"trial period for new habits\",\n        \"outcome\": \"evaluate sleep improvement\"\n      },\n      \"relationships\": [\"Duration of the green tea and phone rule experiment\"]\n    }\n  ]\n}",
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    "title": "Two Conversations Mentioning Suresh",
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        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"team lead\",\n        \"description\": \"promoted, moved to development last year\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"colleague of\",\n          \"target\": \"Infosys\"\n        },\n        {\n          \"type\": \"acquaintance of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"husband of\",\n          \"target\": \"Anitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Bangalore team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"part of\",\n          \"target\": \"Infosys\"\n        },\n        {\n          \"type\": \"led by\",\n          \"target\": \"Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Bangalore\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"employer of\",\n          \"target\": \"Suresh\"\n        },\n        {\n          \"type\": \"employer of\",\n          \"target\": \"colleague Priya's contact\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"acquaintance of\",\n          \"target\": \"Suresh\"\n        },\n        {\n          \"type\": \"colleague of\",\n          \"target\": \"Priya\"\n        },\n        {\n          \"type\": \"son of\",\n          \"target\": \"Appa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"testing team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"former team of\",\n          \"target\": \"Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"development\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"area of work for\",\n          \"target\": \"Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"occupation\": \"bakery owner\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"wife of\",\n          \"target\": \"Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"bakery\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"near Koramangala\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"owned by\",\n          \"target\": \"Anitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"location of\",\n          \"target\": \"Anitha's bakery\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"colleague of\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"integration project\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"requiring contact at\",\n          \"target\": \"Infosys Bangalore\"\n        }\n      ]\n    },\n    {\n      \"name\": \"colleague Priya's contact\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"works at\",\n          \"target\": \"Infosys Bangalore\"\n        },\n        {\n          \"type\": \"cousin of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"leads a team at\",\n          \"target\": \"Infosys\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"deadline for\",\n          \"target\": \"Rajesh to get back to Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"tonight\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"time for\",\n          \"target\": \"Rajesh to text his cousin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"end of week\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"deadline for\",\n          \"target\": \"Priya's request\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"day of conversation\",\n          \"target\": \"Conversation A\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"day of conversation\",\n          \"target\": \"Conversation B\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": " {\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"leader of the Bangalore team at Infosys\",\n        \"description\": \"got promoted, moved to development last year\"\n      },\n      \"relationships\": {\n        \"spouse\": \"Anitha\",\n        \"employer\": \"Infosys\",\n        \"team\": \"Bangalore team\"\n      }\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Suresh's wife\",\n        \"description\": \"started a bakery near Koramangala\"\n      },\n      \"relationships\": {\n        \"spouse\": \"Suresh\"\n      }\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Bangalore\"\n      },\n      \"relationships\": {\n        \"employee\": \"Suresh\"\n      }\n    },\n    {\n      \"name\": \"Bangalore team\",\n      \"type\": \"team\",\n      \"attributes\": {\n        \"location\": \"Bangalore\"\n      },\n      \"relationships\": {\n        \"led_by\": \"Suresh\"\n      }\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location of Anitha's bakery\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"cousin of Suresh\"\n      },\n      \"relationships\": {\n        \"cousin\": \"Suresh\",\n        \"colleague\": \"Priya\"\n      }\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's colleague\"\n      },\n      \"relationships\": {\n        \"colleague\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"integration project\",\n      \"type\": \"project\",\n      \"attributes\": {\n        \"description\": \"project requiring a contact at Infosys Bangalore\"\n      }\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Conversation A\"\n      }\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Conversation B\"\n      }\n    },\n    {\n      \"name\": \"end of week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"deadline for connecting Priya with Suresh\"\n      }\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Rajesh's promise to get back to Priya\"\n      }\n    }\n  ]\n}",
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        "model_display": "Claude Haiku 4.5",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team lead\",\n        \"organization\": \"Infosys\",\n        \"location\": \"Bangalore\",\n        \"relationship_to_rajesh\": \"cousin\",\n        \"career_progression\": [\"testing team\", \"development\", \"team lead\"]\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Infosys\",\n          \"relationship\": \"works at\"\n        },\n        {\n          \"entity\": \"Bangalore\",\n          \"relationship\": \"works in\"\n        },\n        {\n          \"entity\": \"Anitha\",\n          \"relationship\": \"married to\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"cousin of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Employee/Professional\",\n        \"relationship_context\": \"speaker in both conversations\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"has cousin\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"relationship\": \"spoke with on Saturday\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"relationship\": \"colleague, spoke with on Tuesday\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Bakery owner/entrepreneur\",\n        \"business\": \"Bakery\",\n        \"location\": \"Koramangala\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"married to\"\n        },\n        {\n          \"entity\": \"Koramangala\",\n          \"relationship\": \"business located in\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Family member (parent/elder)\",\n        \"relationship_to_rajesh\": \"parent/elder\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"spoke with on Saturday\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Colleague\",\n        \"project_involvement\": \"integration project\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"colleague, spoke with on Tuesday\"\n        },\n        {\n          \"entity\": \"Infosys\",\n          \"relationship\": \"seeking contact at\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"industry\": \"IT/Software Services\",\n        \"locations\": [\"Bangalore\"]\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"employs\"\n        },\n        {\n          \"entity\": \"Bangalore\",\n          \"relationship\": \"has office in\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"relationship\": \"seeking contact for integration project\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"city\",\n        \"country\": \"India\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Infosys\",\n          \"relationship\": \"office location\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"works in\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"locality/area\",\n        \"city\": \"Bangalore\",\n        \"country\": \"India\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Anitha\",\n          \"relationship\": \"bakery located in\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"day of week\",\n        \"context\": \"conversation with Appa\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Conversation A\",\n          \"relationship\": \"occurred on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"day of week\",\n        \"context\": \"conversation with Priya\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Conversation B\",\n          \"relationship\": \"occurred on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"day of week\",\n        \"context\": \"promised deadline for response\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relationship\": \"deadline for follow-up\"\n        }\n      ]\n    },\n    {\n      \"name\": \"integration project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"project requiring Infosys contact\",\n        \"status\": \"seeking personnel\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Priya\",\n          \"relationship\": \"involved in\"\n        },\n        {\n          \"entity\": \"Infosys\",\n          \"relationship\": \"requires contact at\"\n        }\n      ]\n    },\n    {\n      \"name\": \"promotion\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"subject\": \"Suresh\",\n        \"description\": \"promotion to team lead\",\n        \"position\": \"Bangalore team lead at Infosys\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relationship\": \"promoted\"\n        }\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father of Rajesh\",\n        \"description\": \"Speaker in Conversation A\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"father of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"relation\": \"acquaintance of\",\n          \"target\": \"Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead\",\n        \"description\": \"Smart, recently promoted, leads the Bangalore team, moved from testing to development last year\",\n        \"skills\": [\n          \"Development\",\n          \"Testing\"\n        ]\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"cousin of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"relation\": \"husband of\",\n          \"target\": \"Anitha\"\n        },\n        {\n          \"relation\": \"employee of\",\n          \"target\": \"Infosys\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Main speaker/Intermediary\",\n        \"description\": \"Cousin of Suresh and colleague of Priya\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"son of\",\n          \"target\": \"Appa\"\n        },\n        {\n          \"relation\": \"cousin of\",\n          \"target\": \"Suresh\"\n        },\n        {\n          \"relation\": \"colleague of\",\n          \"target\": \"Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Bakery owner\",\n        \"description\": \"Wife of Suresh, started a bakery near Koramangala\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"wife of\",\n          \"target\": \"Suresh\"\n        },\n        {\n          \"relation\": \"owner of\",\n          \"target\": \"Bakery\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Colleague of Rajesh\",\n        \"description\": \"Working on an integration project\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"colleague of\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Technology company with a team in Bangalore\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"employer of\",\n          \"target\": \"Suresh\"\n        },\n        {\n          \"relation\": \"location of\",\n          \"target\": \"Bangalore\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"City where Suresh's team is located\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Neighborhood where Anitha's bakery is located\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Bakery\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Business started by Anitha near Koramangala\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"owned by\",\n          \"target\": \"Anitha\"\n        },\n        {\n          \"relation\": \"located near\",\n          \"target\": \"Koramangala\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Integration project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Project Priya is working on that requires a contact at Infosys\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"managed by\",\n          \"target\": \"Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of conversation with Appa\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of conversation with Priya\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for Rajesh to provide Suresh's email\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"End of week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Target timeline for connecting Priya and Suresh\"\n      },\n      \"relationships\": []\n    }\n  ]\n}\n```",
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      },
      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationship_to_rajesh\": \"father\"\n      },\n      \"relationships\": [\n        \"parent of Rajesh\",\n        \"knows Suresh\",\n        \"spoke with Rajesh on Saturday\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"central speaker in both conversations\",\n        \"relationships\": \"son of Appa, cousin of Suresh, colleague of Priya\"\n      },\n      \"relationships\": [\n        \"child of Appa\",\n        \"cousin of Suresh\",\n        \"colleague of Priya\",\n        \"participant in Conversation A and Conversation B\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"team lead\",\n        \"employer\": \"Infosys\",\n        \"location\": \"Bangalore\",\n        \"previous_role\": \"testing team\",\n        \"current_role\": \"development team lead\",\n        \"relationship_to_rajesh\": \"cousin\"\n      },\n      \"relationships\": [\n        \"cousin of Rajesh\",\n        \"employed at Infosys Bangalore\",\n        \"husband of Anitha\",\n        \"promoted to lead Bangalore team at Infosys\",\n        \"previously in testing team, moved to development last year\"\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"bakery owner\",\n        \"relationship_to_suresh\": \"wife\",\n        \"business\": \"bakery near Koramangala\"\n      },\n      \"relationships\": [\n        \"wife of Suresh\",\n        \"owns bakery near Koramangala\"\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague of Rajesh\",\n        \"context\": \"working on integration project\"\n      },\n      \"relationships\": [\n        \"colleague of Rajesh\",\n        \"participant in Conversation B\",\n        \"seeking contact at Infosys Bangalore for integration project\"\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Bangalore\",\n        \"industry\": \"technology\"\n      },\n      \"relationships\": [\n        \"employer of Suresh\",\n        \"target organization for Priya's integration project contact\"\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"city in India\",\n        \"context\": \"location of Infosys team led by Suresh\"\n      },\n      \"relationships\": [\n        \"location of Infosys team\",\n        \"location of Suresh's workplace\"\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"neighborhood, likely in Bangalore\",\n        \"context\": \"location of Anitha's bakery\"\n      },\n      \"relationships\": [\n        \"location of Anitha's bakery\"\n      ]\n    },\n    {\n      \"name\": \"Anitha's Bakery\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"bakery\",\n        \"owner\": \"Anitha\",\n        \"location\": \"near Koramangala\"\n      },\n      \"relationships\": [\n        \"owned by Anitha\",\n        \"located near Koramangala\"\n      ]\n    },\n    {\n      \"name\": \"Integration Project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"project requiring a contact at Infosys Bangalore\",\n        \"raised_by\": \"Priya\"\n      },\n      \"relationships\": [\n        \"associated with Priya and Rajesh\",\n        \"requires contact at Infosys Bangalore\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day of Conversation A between Rajesh and Appa\"\n      },\n      \"relationships\": [\n        \"date of Conversation A\"\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day of Conversation B between Rajesh and Priya\"\n      },\n      \"relationships\": [\n        \"date of Conversation B\"\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"deadline Rajesh committed to for getting back to Priya with Suresh's email\"\n      },\n      \"relationships\": [\n        \"deadline set by Rajesh to provide Suresh's contact to Priya\"\n      ]\n    },\n    {\n      \"name\": \"Conversation A\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"day\": \"Saturday\",\n        \"participants\": \"Rajesh and Appa\",\n        \"topics\": \"Suresh's promotion, Anitha's bakery\"\n      },\n      \"relationships\": [\n        \"involves Rajesh and Appa\",\n        \"references Suresh, Anitha, Infosys, Koramangala\"\n      ]\n    },\n    {\n      \"name\": \"Conversation B\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"day\": \"Tuesday\",\n        \"participants\": \"Rajesh and Priya\",\n        \"topics\": \"integration project, Infosys Bangalore contact\"\n      },\n      \"relationships\": [\n        \"involves Rajesh and Priya\",\n        \"references Infosys Bangalore, Suresh (implicitly as cousin), integration project\"\n      ]\n    }\n  ]\n}\n```",
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      },
      {
        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship_to_rajesh\": \"father\"\n      },\n      \"relationships\": [\n        { \"type\": \"spoke_with\", \"target\": \"Rajesh\" },\n        { \"type\": \"mentioned\", \"target\": \"Suresh\" },\n        { \"type\": \"mentioned\", \"target\": \"Anitha\" }\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"status\": \"promoted\",\n        \"role\": \"leads Bangalore team\",\n        \"organization\": \"Infosys\",\n        \"previous_role\": \"testing team\",\n        \"moved_to\": \"development\",\n        \"description\": \"smart boy\",\n        \"relationship_to_rajesh\": \"cousin\",\n        \"relationship_to_anitha\": \"husband\"\n      },\n      \"relationships\": [\n        { \"type\": \"works_at\", \"target\": \"Infosys\" },\n        { \"type\": \"leads\", \"target\": \"Bangalore team\" },\n        { \"type\": \"moved_to\", \"target\": \"development\" },\n        { \"type\": \"was_in\", \"target\": \"testing team\" },\n        { \"type\": \"married_to\", \"target\": \"Anitha\" },\n        { \"type\": \"known_by\", \"target\": \"Rajesh\" },\n        { \"type\": \"mentioned_by\", \"target\": \"Appa\" },\n        { \"type\": \"will_be_contacted_by\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        { \"type\": \"employs\", \"target\": \"Suresh\" },\n        { \"type\": \"has_team_in\", \"target\": \"Bangalore\" },\n        { \"type\": \"contact_needed_for\", \"target\": \"integration project\" }\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"city\"\n      },\n      \"relationships\": [\n        { \"type\": \"location_of\", \"target\": \"Infosys team\" },\n        { \"type\": \"contains\", \"target\": \"Koramangala\" }\n      ]\n    },\n    {\n      \"name\": \"testing team\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Suresh's previous role/department\"\n      },\n      \"relationships\": [\n        { \"type\": \"was_suresh_in\", \"target\": \"Suresh\" },\n        { \"type\": \"part_of\", \"target\": \"Infosys\" }\n      ]\n    },\n    {\n      \"name\": \"development\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Suresh's current area of work\"\n      },\n      \"relationships\": [\n        { \"type\": \"suresh_moved_to\", \"target\": \"Suresh\" }\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship_to_suresh\": \"wife\",\n        \"occupation\": \"bakery owner\"\n      },\n      \"relationships\": [\n        { \"type\": \"married_to\", \"target\": \"Suresh\" },\n        { \"type\": \"started\", \"target\": \"bakery\" },\n        { \"type\": \"mentioned_by\", \"target\": \"Appa\" }\n      ]\n    },\n    {\n      \"name\": \"bakery\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"business started by Anitha\"\n      },\n      \"relationships\": [\n        { \"type\": \"started_by\", \"target\": \"Anitha\" },\n        { \"type\": \"located_near\", \"target\": \"Koramangala\" }\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"area\",\n        \"location\": \"Bangalore\"\n      },\n      \"relationships\": [\n        { \"type\": \"location_of\", \"target\": \"bakery\" }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Conversation A\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship_to_rajesh\": \"colleague\"\n      },\n      \"relationships\": [\n        { \"type\": \"spoke_with\", \"target\": \"Rajesh\" },\n        { \"type\": \"needs_contact_at\", \"target\": \"Infosys\" },\n        { \"type\": \"needs_contact_for\", \"target\": \"integration project\" }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship_to_appa\": \"son\",\n        \"relationship_to_priya\": \"colleague\",\n        \"relationship_to_suresh\": \"cousin\"\n      },\n      \"relationships\": [\n        { \"type\": \"spoke_with\", \"target\": \"Appa\" },\n        { \"type\": \"spoke_with\", \"target\": \"Priya\" },\n        { \"type\": \"knows\", \"target\": \"Suresh\" },\n        { \"type\": \"will_connect\", \"target\": \"Suresh\" },\n        { \"type\": \"will_connect\", \"target\": \"Priya\" }\n      ]\n    },\n    {\n      \"name\": \"integration project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"project Priya is working on\"\n      },\n      \"relationships\": [\n        { \"type\": \"priya_needs_contact_for\", \"target\": \"Priya\" },\n        { \"type\": \"requires_contact_at\", \"target\": \"Infosys\" }\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Conversation B\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"end of week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"deadline for connection\"\n      },\n      \"relationships\": [\n        {",
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      {
        "model": "claude-opus",
        "model_display": "Claude Opus 4.6",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"main speaker in both conversations\",\n        \"description\": \"Son of Appa, colleague of Priya, cousin of Suresh\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Appa\", \"relationship\": \"son of Appa\"},\n        {\"entity\": \"Priya\", \"relationship\": \"colleague of Priya\"},\n        {\"entity\": \"Suresh\", \"relationship\": \"cousin of Suresh\"}\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's father\",\n        \"description\": \"Shares family news with Rajesh on Saturday\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"father of Rajesh\"},\n        {\"entity\": \"Suresh\", \"relationship\": \"family member / knows Suresh personally\"}\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team lead at Infosys Bangalore\",\n        \"description\": \"Recently promoted, previously in testing team, moved to development last year, described as 'very smart boy' by Appa\",\n        \"previous_role\": \"Testing team member, then development team member\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"cousin of Rajesh\"},\n        {\"entity\": \"Infosys\", \"relationship\": \"works at Infosys, leads the Bangalore team\"},\n        {\"entity\": \"Anitha\", \"relationship\": \"husband of Anitha\"},\n        {\"entity\": \"Appa\", \"relationship\": \"known to Appa (family connection)\"}\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Suresh's wife, bakery owner\",\n        \"description\": \"Started a bakery near Koramangala, described as doing well\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Suresh\", \"relationship\": \"wife of Suresh\"},\n        {\"entity\": \"Koramangala\", \"relationship\": \"runs a bakery near Koramangala\"}\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's colleague\",\n        \"description\": \"Needs a contact at Infosys Bangalore for an integration project\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"colleague of Rajesh\"},\n        {\"entity\": \"Integration Project\", \"relationship\": \"involved in / needs contacts for the integration project\"},\n        {\"entity\": \"Infosys\", \"relationship\": \"seeking a contact at Infosys Bangalore\"}\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Technology company, has a team in Bangalore where Suresh now leads\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Suresh\", \"relationship\": \"Suresh is a team lead here\"},\n        {\"entity\": \"Bangalore\", \"relationship\": \"has a team based in Bangalore\"},\n        {\"entity\": \"Integration Project\", \"relationship\": \"target organization for the integration project contact\"}\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"City in India, location of the Infosys team Suresh leads\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Infosys\", \"relationship\": \"location of Infosys team\"},\n        {\"entity\": \"Suresh\", \"relationship\": \"Suresh works here\"},\n        {\"entity\": \"Koramangala\", \"relationship\": \"Koramangala is a neighborhood in Bangalore\"}\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Neighborhood in Bangalore, near where Anitha's bakery is located\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Anitha\", \"relationship\": \"Anitha's bakery is located near here\"},\n        {\"entity\": \"Bangalore\", \"relationship\": \"neighborhood within Bangalore\"}\n      ]\n    },\n    {\n      \"name\": \"Anitha's Bakery\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Bakery started by Anitha, located near Koramangala\",\n        \"status\": \"Recently started, doing well\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Anitha\", \"relationship\": \"owned and started by Anitha\"},\n        {\"entity\": \"Koramangala\", \"relationship\": \"located near Koramangala\"}\n      ]\n    },\n    {\n      \"name\": \"Integration Project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A project Priya is working on that requires a contact at Infosys Bangalore\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Priya\", \"relationship\": \"Priya is involved in this project\"},\n        {\"entity\": \"Infosys\", \"relationship\": \"requires a contact at Infosys\"},\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh is helping to find a contact for this project\"}\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day when Conversation A took place (Rajesh and Appa)\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh spoke with Appa on this day\"},\n        {\"entity\": \"Appa\", \"relationship\": \"Appa shared news about Suresh on this day\"}\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day when Conversation B took place (Rajesh and Priya)\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh spoke with Priya on this day\"},\n        {\"entity\": \"Priya\", \"relationship\": \"Priya asked for Infosys contact on this day\"}\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline by which Rajesh promised to get back to Priya with Suresh's email\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relationship\": \"Rajesh committed to providing Suresh's email by this day\"},\n        {\"entity\": \"Priya\", \"relationship\": \"Priya expects to hear back by this day\"}\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "gemini-3-pro",
        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Speaker in conversations\"\n      ],\n      \"relationships\": [\n        \"Son/Relative of Appa\",\n        \"Cousin of Suresh\",\n        \"Colleague of Priya\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Speaker in Conversation A\"\n      ],\n      \"relationships\": [\n        \"Father/Relative of Rajesh\",\n        \"Knows Suresh and Anitha\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Promoted recently\",\n        \"Leads Bangalore team\",\n        \"Moved to development team last year\",\n        \"Previously in testing team\",\n        \"Described as smart\"\n      ],\n      \"relationships\": [\n        \"Cousin of Rajesh\",\n        \"Husband of Anitha\",\n        \"Employee at Infosys\"\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Doing well\",\n        \"Bakery owner\"\n      ],\n      \"relationships\": [\n        \"Wife of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Speaker in Conversation B\",\n        \"Needs a contact for integration project\"\n      ],\n      \"relationships\": [\n        \"Colleague of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Has a Bangalore team\"\n      ],\n      \"relationships\": [\n        \"Employer of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Testing team\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Department within Infosys\"\n      ],\n      \"relationships\": [\n        \"Former department of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Development\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Department within Infosys\"\n      ],\n      \"relationships\": [\n        \"Current department of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Bakery\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Located near Koramangala\",\n        \"New business\"\n      ],\n      \"relationships\": [\n        \"Founded by Anitha\"\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"City location\"\n      ],\n      \"relationships\": [\n        \"Location of Suresh's team\",\n        \"Location of Infosys office mentioned\"\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Neighborhood\"\n      ],\n      \"relationships\": [\n        \"Location near Anitha's bakery\"\n      ]\n    },\n    {\n      \"name\": \"Integration project\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Work project requiring a contact\"\n      ],\n      \"relationships\": [\n        \"Project Priya is working on\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Time of Conversation A\"\n      ],\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Time of Conversation B\"\n      ],\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Deadline for Rajesh to provide email\"\n      ],\n      \"relationships\": []\n    },\n    {\n      \"name\": \"End of week\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Desired deadline for connection\"\n      ],\n      \"relationships\": []\n    }\n  ]\n}\n```",
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        "model": "gemini-pro",
        "model_display": "Gemini 2.5 Pro",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead, Bangalore team at Infosys\",\n        \"status\": \"Recently promoted\",\n        \"description\": \"Described as a 'very smart boy'\",\n        \"career_path\": \"Moved from the testing team to development last year\"\n      },\n      \"relationships\": {\n        \"cousin_of\": \"Rajesh\",\n        \"husband_of\": \"Anitha\",\n        \"employee_of\": \"Infosys\",\n        \"known_by\": \"Appa\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's father\"\n      },\n      \"relationships\": {\n        \"father_of\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": {\n        \"son_of\": \"Appa\",\n        \"cousin_of\": \"Suresh\",\n        \"colleague_of\": \"Priya\"\n      }\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Bakery owner\",\n        \"status\": \"Doing well\"\n      },\n      \"relationships\": {\n        \"wife_of\": \"Suresh\",\n        \"owner_of\": \"Anitha's bakery\"\n      }\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rajesh's colleague\"\n      },\n      \"relationships\": {\n        \"colleague_of\": \"Rajesh\",\n        \"works_on\": \"integration project\"\n      }\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Has a team in Bangalore\"\n      },\n      \"relationships\": {\n        \"employer_of\": \"Suresh\",\n        \"contact_for\": \"integration project\"\n      }\n    },\n    {\n      \"name\": \"Anitha's bakery\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Near Koramangala\"\n      },\n      \"relationships\": {\n        \"founded_by\": \"Anitha\"\n      }\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": {\n        \"location_of\": \"Infosys team led by Suresh\",\n        \"contains\": \"Koramangala\"\n      }\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": {\n        \"location_near\": \"Anitha's bakery\"\n      }\n    },\n    {\n      \"name\": \"integration project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"requirement\": \"Needs a contact at Infosys Bangalore\"\n      },\n      \"relationships\": {\n        \"managed_by\": \"Priya\",\n        \"involves\": \"Infosys\"\n      }\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Day of conversation between Appa and Rajesh\"\n      },\n      \"relationships\": {}\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Day of conversation between Priya and Rajesh\"\n      },\n      \"relationships\": {}\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Deadline for Rajesh to provide Suresh's email to Priya\"\n      },\n      \"relationships\": {}\n    },\n    {\n      \"name\": \"end of week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Deadline for Rajesh to connect Priya with Suresh\"\n      },\n      \"relationships\": {}\n    },\n    {\n      \"name\": \"tonight\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"When Rajesh plans to text Suresh\"\n      },\n      \"relationships\": {}\n    },\n    {\n      \"name\": \"last year\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Time when Suresh moved to development\"\n      },\n      \"relationships\": {}\n    },\n    {\n      \"name\": \"testing team\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"context\": \"A department or role in software development\"\n      },\n      \"relationships\": {\n        \"former_team_of\": \"Suresh\"\n      }\n    },\n    {\n      \"name\": \"development\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"context\": \"A department or role in software development\"\n      },\n      \"relationships\": {\n        \"current_field_of\": \"Suresh\"\n      }\n    },\n    {\n      \"name\": \"Suresh's email\",\n      \"type",
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        "model": "gemini-3.1-pro",
        "model_display": "Gemini 3.1 Pro (Preview)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Participant in both conversations\"\n      ],\n      \"relationships\": [\n        \"Son of Appa\",\n        \"Cousin of Suresh\",\n        \"Colleague of Priya\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Participant in Conversation A\"\n      ],\n      \"relationships\": [\n        \"Father of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Recently promoted\",\n        \"Leads the Bangalore team at Infosys\",\n        \"Smart\",\n        \"Moved to development last year\",\n        \"Formerly in the testing team\"\n      ],\n      \"relationships\": [\n        \"Cousin of Rajesh\",\n        \"Husband of Anitha\",\n        \"Employee at Infosys\"\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Participant in Conversation B\",\n        \"Needs a contact at Infosys Bangalore\"\n      ],\n      \"relationships\": [\n        \"Colleague of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Doing well professionally\",\n        \"Started a bakery\"\n      ],\n      \"relationships\": [\n        \"Wife of Suresh\",\n        \"Owner/Founder of the bakery near Koramangala\"\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"IT Company\",\n        \"Has a Bangalore team\"\n      ],\n      \"relationships\": [\n        \"Employer of Suresh\",\n        \"Target organization for Priya's integration project\"\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"City\"\n      ],\n      \"relationships\": [\n        \"Location of the Infosys team led by Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Testing team\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Department at Infosys\"\n      ],\n      \"relationships\": [\n        \"Former team of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Development team\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Department at Infosys\"\n      ],\n      \"relationships\": [\n        \"Current team of Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Bakery\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Business\",\n        \"Located near Koramangala\"\n      ],\n      \"relationships\": [\n        \"Started and owned by Anitha\"\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Neighborhood/Area\"\n      ],\n      \"relationships\": [\n        \"Location near Anitha's bakery\"\n      ]\n    },\n    {\n      \"name\": \"Integration project\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Work project\"\n      ],\n      \"relationships\": [\n        \"Worked on by Priya and Rajesh\",\n        \"Requires a contact at Infosys Bangalore\"\n      ]\n    },\n    {\n      \"name\": \"Suresh's email\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Contact information\"\n      ],\n      \"relationships\": [\n        \"Belongs to Suresh\",\n        \"To be shared with Priya by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Day of the week\"\n      ],\n      \"relationships\": [\n        \"Date of Conversation A between Appa and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Day of the week\"\n      ],\n      \"relationships\": [\n        \"Date of Conversation B between Priya and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Last year\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Timeframe\"\n      ],\n      \"relationships\": [\n        \"When Suresh moved to the development team\"\n      ]\n    },\n    {\n      \"name\": \"End of week\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Deadline\"\n      ],\n      \"relationships\": [\n        \"When Priya wants to be connected to Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Tonight\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Timeframe\"\n      ],\n      \"relationships\": [\n        \"When Rajesh plans to text Suresh\"\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Deadline\"\n      ],\n      \"relationships\": [\n        \"When Rajesh promises to give Suresh's email to Priya\"\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "ministral-14b",
        "model_display": "Ministral 3 14B (Local)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": [\"team leader\", \"development team member\"],\n        \"description\": \"Promoted individual leading the Bangalore team at Infosys\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Infosys\",\n          \"type\": \"works_at\",\n          \"description\": \"Leads the Bangalore team\"\n        },\n        {\n          \"entity\": \"Anitha\",\n          \"type\": \"spouse\",\n          \"description\": \"Married to Suresh\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"acquaintance\",\n          \"description\": \"Discussed Suresh's promotion with Rajesh\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"family_member\",\n          \"description\": \"Shared news about Suresh's promotion\"\n        },\n        {\n          \"entity\": \"testing team\",\n          \"type\": \"former_role\",\n          \"description\": \"Previously worked in testing before moving to development\"\n        },\n        {\n          \"entity\": \"development team\",\n          \"type\": \"current_role\",\n          \"description\": \"Moved to development last year\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": [\"family member\", \"informant\"],\n        \"description\": \"Shared news about Suresh's promotion and Anitha's bakery\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"family_member\",\n          \"description\": \"Speaking to Rajesh about Suresh and Anitha\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"relative\",\n          \"description\": \"Shared news about Suresh's promotion\"\n        },\n        {\n          \"entity\": \"Anitha\",\n          \"type\": \"relative\",\n          \"description\": \"Shared news about Anitha's bakery\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": [\"employee\", \"cousin\", \"mediator\"],\n        \"description\": \"Discussed Suresh's promotion with Appa; plans to connect Priya with his cousin\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"family_member\",\n          \"description\": \"Conversing with Appa about Suresh and Anitha\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"acquaintance\",\n          \"description\": \"Discussed Suresh's career with Appa\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"type\": \"colleague\",\n          \"description\": \"Planning to connect Priya with his cousin at Infosys\"\n        },\n        {\n          \"entity\": \"cousin\",\n          \"type\": \"family_member\",\n          \"description\": \"Cousin who got promoted at Infosys Bangalore\"\n        },\n        {\n          \"entity\": \"Infosys\",\n          \"type\": \"employer\",\n          \"description\": \"Cousin works at Infosys Bangalore\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": [\"bakery owner\"],\n        \"description\": \"Suresh's wife who owns a bakery near Koramangala\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"spouse\",\n          \"description\": \"Married to Suresh\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"relative\",\n          \"description\": \"News about Anitha's bakery shared by Appa\"\n        },\n        {\n          \"entity\": \"Koramangala\",\n          \"type\": \"location\",\n          \"description\": \"Bakery is near Koramangala\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": [\"IT services company\", \"employer\"],\n        \"description\": \"Multinational corporation with offices in Bangalore\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"employs\",\n          \"description\": \"Suresh leads the Bangalore team\"\n        },\n        {\n          \"entity\": \"Rajesh's cousin\",\n          \"type\": \"employs\",\n          \"description\": \"Rajesh's cousin works there\"\n        },\n        {\n          \"entity\": \"Bangalore\",\n          \"type\": \"location\",\n          \"description\": \"Bangalore team and office location\"\n        },\n        {\n          \"entity\": \"integration project\",\n          \"type\": \"project\",\n          \"description\": \"Priya needs a contact for the integration project\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"role\": [\"city\", \"team location\"],\n        \"description\": \"City in India where Infosys has a team led by Suresh\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Infosys\",\n          \"type\": \"location\",\n          \"description\": \"Infosys Bangalore team\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"team_location\",\n          \"description\": \"Leads the Bangalore team\"\n        },\n        {\n          \"entity\": \"Koramangala\",\n          \"type\": \"neighborhood\",\n          \"description\": \"Neighborhood within Bangalore\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"role\": [\"neighborhood\", \"location\"],\n        \"description\": \"Neighborhood in Bangalore where Anitha's bakery is located\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Bangalore\",\n          \"type\": \"part_of\",\n          \"description\": \"Neighborhood within Bangalore\"\n        },\n        {\n          \"entity\": \"Anitha\",\n          \"type\": \"location\",\n          \"description\": \"Anitha's bakery is near Koramangala\"\n        }\n      ]\n    },\n    {\n      \"name\": \"testing team\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": [\"former team\", \"department\"],\n        \"description\": \"Suresh's previous team before moving to development\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"member_of\",\n          \"description\": \"Previously worked in the testing team\"\n        },\n        {\n          \"entity\": \"development team\",\n          \"type\": \"transition\",\n          \"description\": \"Moved from testing to development\"\n        }\n      ]\n    },\n    {\n      \"name\": \"development team\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": [\"current team\", \"department\"],\n        \"description\": \"Suresh's current team after moving from testing\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"member_of\",\n          \"description\": \"Moved to development last year\"\n        },\n        {\n          \"entity\": \"testing team\",\n          \"type\": \"transition\",\n          \"description\": \"Transitioned from testing to development\"\n        }\n      ]\n    },\n    {\n      \"name\": \"bakery\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"role\": [\"business\", \"location\"],\n        \"description\": \"Business started by Anitha near Koramangala\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Anitha\",\n          \"type\": \"owned_by\",\n          \"description\": \"Anitha started the bakery\"\n        },\n        {\n          \"entity\": \"Koramangala\",\n          \"type\": \"location\",\n          \"description\": \"Bakery is near Koramangala\"\n        }\n      ]\n    },\n    {\n      \"name\": \"integration project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": [\"project\", \"task\"],\n        \"description\": \"Project requiring a contact at Infosys Bangalore\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Infosys\",\n          \"type\": \"associated_with\",\n          \"description\": \"Project at Infosys Bangalore\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"type\": \"requester\",\n          \"description\": \"Priya needs a contact for the project\"\n        },\n        {\n          \"entity\": \"Rajesh's cousin\",\n          \"type\": \"potential_contact\",\n          \"description\": \"Rajesh plans to connect Priya with his cousin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": [\"colleague\", \"project requester\"],\n        \"description\": \"Colleague who needs a contact for the integration project\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"colleague\",\n          \"description\": \"Discussing the integration project with Rajesh\"\n        },\n        {\n          \"entity\": \"integration project\",\n          \"type\": \"requester\",\n          \"description\": \"Needs a contact for the project\"\n        },\n        {\n          \"entity\": \"Rajesh's cousin\",\n          \"type\": \"potential_contact\",\n          \"description\": \"Rajesh plans to connect Priya with his cousin\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh's cousin\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": [\"team leader\", \"contact\"],\n        \"description\": \"Rajesh's cousin who got promoted at Infosys Bangalore\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"family_member\",\n          \"description\": \"Rajesh's cousin\"\n        },\n        {\n          \"entity\": \"Infosys\",\n          \"type\": \"employs\",\n          \"description\": \"Works at Infosys Bangalore\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"type\": \"potential_contact\",\n          \"description\": \"Rajesh plans to connect Priya with his cousin\"\n        },\n        {\n          \"entity\": \"integration project\",\n          \"type\": \"potential_contact\",\n          \"description\": \"Potential contact for the project\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": [\"day\"],\n        \"description\": \"Day when Conversation A took place\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Conversation A\",\n          \"type\": \"date_of\",\n          \"description\": \"Conversation A happened on Saturday\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": [\"day\"],\n        \"description\": \"Day when Conversation B took place\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Conversation B\",\n          \"type\": \"date_of\",\n          \"description\": \"Conversation B happened on Tuesday\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Conversation A\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": [\"discussion\", \"conversation\"],\n        \"description\": \"Conversation with Appa about Suresh and Anitha\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Saturday\",\n          \"type\": \"date\",\n          \"description\": \"Conversation took place on Saturday\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"participant\",\n          \"description\": \"Appa participated in Conversation A\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"participant\",\n          \"description\": \"Rajesh participated in Conversation A\"\n        },\n        {\n          \"entity\": \"Suresh\",\n          \"type\": \"topic\",\n          \"description\": \"Suresh's promotion discussed\"\n        },\n        {\n          \"entity\": \"Anitha\",\n          \"type\": \"topic\",\n          \"description\": \"Anitha's bakery discussed\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Conversation B\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"role\": [\"discussion\", \"conversation\"],\n        \"description\": \"Conversation with Priya about the integration project\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Tuesday\",\n          \"type\": \"date\",\n          \"description\": \"Conversation took place on Tuesday\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"type\": \"participant\",\n          \"description\": \"Priya participated in Conversation B\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"participant\",\n          \"description\": \"Rajesh participated in Conversation B\"\n        },\n        {\n          \"entity\": \"integration project\",\n          \"type\": \"topic\",\n          \"description\": \"Integration project discussed\"\n        },\n        {\n          \"entity\": \"Infosys\",\n          \"type\": \"topic\",\n          \"description\": \"Need for contact at Infosys discussed\"\n        },\n        {\n          \"entity\": \"Rajesh's cousin\",\n          \"type\": \"topic\",\n          \"description\": \"Rajesh's cousin mentioned as potential contact\"\n        }\n      ]\n    },\n    {\n      \"name\": \"end of week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": [\"deadline\"],\n        \"description\": \"Deadline for Rajesh to connect Priya with his cousin\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Priya\",\n          \"type\": \"recipient\",\n          \"description\": \"Priya needs to be connected by end of week\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"responsible_party\",\n          \"description\": \"Rajesh is responsible for connecting by end of week\"\n        },\n        {\n          \"entity\": \"Wednesday\",\n          \"type\": \"related_date\",\n          \"description\": \"Rajesh plans to get back by Wednesday\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": [\"day\"],\n        \"description\": \"Day Rajesh plans to get back to Priya with his cousin's email\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"end of week\",\n          \"type\": \"related_date\",\n          \"description\": \"Rajesh plans to get back by Wednesday, which is before end of week\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"responsible_party\",\n          \"description\": \"Rajesh plans to get back by Wednesday\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"type\": \"recipient\",\n          \"description\": \"Priya will receive the email by Wednesday\"\n        },\n        {\n          \"entity\": \"Rajesh's cousin\",\n          \"type\": \"subject\",\n          \"description\": \"Rajesh's cousin's email will be provided by Wednesday\"\n        }\n      ]\n    },\n    {\n      \"name\": \"tonight\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"role\": [\"timeframe\"],\n        \"description\": \"Timeframe when Rajesh plans to text his cousin\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"responsible_party\",\n          \"description\": \"Rajesh plans to text his cousin tonight\"\n        },\n        {\n          \"entity\": \"Rajesh's cousin\",\n          \"type\": \"recipient\",\n          \"description\": \"Rajesh's cousin will be texted tonight\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "tokens_in": 303,
        "tokens_out": 3497
      },
      {
        "model": "qwen3-32b",
        "model_display": "Qwen3 32B (Local)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Leader\",\n        \"organization\": \"Infosys\",\n        \"location\": \"Bangalore\",\n        \"description\": \"Got promoted, moved to development last year\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Appa\", \"Rajesh\", \"Anitha\", \"Infosys\", \"Bangalore\"]\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Speaker\",\n        \"description\": \"Talked about Suresh's promotion and Anitha's bakery\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Suresh\", \"Rajesh\", \"Anitha\"]\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Speaker\",\n        \"description\": \"Discussed Suresh's career and offered to connect with him for a project\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Appa\", \"Suresh\", \"Priya\"]\n      }\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Baker\",\n        \"location\": \"Koramangala\",\n        \"description\": \"Wife of Suresh, started a bakery\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Suresh\", \"Koramangala\"]\n      }\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Bangalore\",\n        \"description\": \"Company where Suresh is promoted and leads a team\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Suresh\", \"Bangalore\", \"Priya\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Location of Infosys team and Anitha's bakery\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Infosys\", \"Suresh\", \"Anitha\", \"Koramangala\"]\n      }\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Location of Anitha's bakery\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Anitha\", \"Bangalore\"]\n      }\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Colleague\",\n        \"description\": \"Sought a contact at Infosys for an integration project\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Rajesh\", \"Infosys\", \"Bangalore\"]\n      }\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of Conversation A\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Appa\", \"Rajesh\", \"Suresh\"]\n      }\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of Conversation B\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Priya\", \"Rajesh\", \"Suresh\"]\n      }\n    },\n    {\n      \"name\": \"Integration Project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Project for which Priya needs a contact at Infosys\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Priya\", \"Rajesh\", \"Infosys\"]\n      }\n    }\n  ]\n}\n```",
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        "model": "qwen3-32b-nim",
        "model_display": "Qwen3 32B NIM (NVFP4)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"team leader\",\n        \"organization\": \"Infosys\",\n        \"location\": \"Bangalore\",\n        \"previous role\": \"testing team member\",\n        \"current role\": \"development team member\"\n      },\n      \"relationships\": {\n        \"related to\": \"Anitha (wife), Rajesh (colleague), Appa (acquaintance)\"\n      }\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"wife of Suresh\",\n        \"business\": \"bakery\",\n        \"location\": \"Koramangala\"\n      },\n      \"relationships\": {\n        \"related to\": \"Suresh (husband)\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"acquaintance of Rajesh and Suresh\"\n      },\n      \"relationships\": {\n        \"related to\": \"Rajesh (acquaintance), Suresh (acquaintance)\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"colleague of Priya\",\n        \"family\": \"cousin of Suresh\"\n      },\n      \"relationships\": {\n        \"related to\": \"Suresh (cousin), Appa (acquaintance), Priya (colleague)\"\n      }\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"colleague of Rajesh\",\n        \"project\": \"integration project\"\n      },\n      \"relationships\": {\n        \"related to\": \"Rajesh (colleague)\"\n      }\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Bangalore\",\n        \"team led by Suresh\": \"Bangalore team\"\n      },\n      \"relationships\": {\n        \"related to\": \"Suresh (employee), Rajesh (cousin of employee)\"\n      }\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"organization\": \"Infosys\",\n        \"business\": \"bakery (Anitha's)\"\n      },\n      \"relationships\": {\n        \"related to\": \"Suresh (location), Anitha (location), Infosys (location)\"\n      }\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"business\": \"bakery (Anitha's)\"\n      },\n      \"relationships\": {\n        \"related to\": \"Anitha (location)\"\n      }\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"conversation\": \"Conversation A\"\n      },\n      \"relationships\": {\n        \"related to\": \"Conversation A\"\n      }\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"conversation\": \"Conversation B\"\n      },\n      \"relationships\": {\n        \"related to\": \"Conversation B\"\n      }\n    },\n    {\n      \"name\": \"Integration Project\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"organization\": \"Infosys\",\n        \"seeking contact\": \"Priya\"\n      },\n      \"relationships\": {\n        \"related to\": \"Priya (project seeker), Rajesh (contact provider)\"\n      }\n    }\n  ]\n}\n```",
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        "tokens_in": 309,
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      },
      {
        "model": "mistral-small",
        "model_display": "Mistral Small 3.2 (24B, Local)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"team leader\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"relation\": \"mentioned by\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"cousin of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relation\": \"mentions Suresh\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"converses with Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"relation\": \"converses with Appa\"\n        },\n        {\n          \"entity\": \"Priya\",\n          \"relation\": \"converses with Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relation\": \"wife of Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Bangalore team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relation\": \"led by Suresh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Bangalore team\",\n          \"relation\": \"contains Bangalore team\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"converses with Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Conversation A\",\n          \"relation\": \"day of conversation\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Conversation B\",\n          \"relation\": \"day of conversation\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Anitha's bakery\",\n          \"relation\": \"location of Anitha's bakery\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Anitha's bakery\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Anitha\",\n          \"relation\": \"owned by Anitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Testing team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relation\": \"formerly part of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Development team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Suresh\",\n          \"relation\": \"moved to last year\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Integration project\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Priya\",\n          \"relation\": \"needs contact for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"End of week\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Priya\",\n          \"relation\": \"deadline mentioned by Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"mentions as deadline for getting back to Priya\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Conversation A\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Saturday\",\n          \"relation\": \"occurs on Saturday\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Conversation B\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Tuesday\",\n          \"relation\": \"occurs on Tuesday\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "tokens_in": 0,
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      },
      {
        "model": "nemotron-3-nano",
        "model_display": "Nemotron 3 Nano 30B (Local)",
        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"speaker in Conversation A\",\n        \"context\": \"Saturday conversation with Rajesh\"\n      },\n      \"relationships\": \"talks to Rajesh; mentions Suresh's promotion and Anitha's bakery\"\n    },\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"promoted employee\",\n        \"position\": \"leads Bangalore team at Infosys\",\n        \"personal\": \"married to Anitha\"\n      },\n      \"relationships\": \"subject of promotion news by Appa; spouse of Anitha; works at Infosys\"\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"industry\": \"IT services\",\n        \"location\": \"Bangalore team\"\n      },\n      \"relationships\": \"employer of Suresh; target of Priya's contact request; referenced by Rajesh\"\n    },\n    {\n      \"name\": \"Bangalore\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"country\": \"India\",\n        \"city\": \"Bangalore\"\n      },\n      \"relationships\": \"location of Suresh's team; mentioned by Priya as Infosys Bangalore\"\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"wife of Suresh\",\n        \"activity\": \"started a bakery\"\n      },\n      \"relationships\": \"spouse of Suresh; mentioned by Appa; bakery near Koramangala\"\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"context\": \"neighborhood in Bangalore\"\n      },\n      \"relationships\": \"location of the bakery started by Anitha\"\n    },\n    {\n      \"name\": \"bakery\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"started_by\": \"Anitha\",\n        \"location\": \"near Koramangala\"\n      },\n      \"relationships\": \"mentioned by Appa; related to Anitha\"\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague\",\n        \"request\": \"needs a contact at Infosys Bangalore for integration project\"\n      },\n      \"relationships\": \"asks Rajesh for connection; will be linked via Rajesh's cousin\"\n    },\n    {\n      \"name\": \"integration project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"purpose\": \"requires a contact at Infosys Bangalore\"\n      },\n      \"relationships\": \"requested by Priya; to be handled through Rajesh's cousin\"\n    },\n    {\n      \"name\": \"cousin (Rajesh's)\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relation\": \"relative of Rajesh\",\n        \"status\": \"recently promoted at Infosys Bangalore\",\n        \"role\": \"team lead\"\n      },\n      \"relationships\": \"will provide contact to Priya; mentioned by Rajesh\"\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"deadline for Rajesh to reply with email\"\n      },\n      \"relationships\": \"by when Rajesh promises to get back to Priya\"\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"day of Conversation A\"\n      },\n      \"relationships\": \"sets timing for Appa's conversation\"\n    },\n    {\n      \"name\": \"Tuesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"day of Conversation B\"\n      },\n      \"relationships\": \"sets timing for Priya's conversation\"\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"speaker in both conversations\",\n        \"action\": \"will text his cousin tonight\",\n        \"promise\": \"will provide email to Priya by Wednesday\"\n      },\n      \"relationships\": \"talks to Appa; talks to Priya; will connect Priya with his cousin; mentions Suresh's promotion\"\n    }\n  ]\n}",
        "latency_ms": 36010.0,
        "tokens_in": 313,
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      },
      {
        "model": "qwen35-35b-a3b",
        "model_display": "Qwen3.5-35B-A3B Q4 (Local)",
        "transcript_id": "cross_reference",
        "transcript_title": "Two Conversations Mentioning Suresh",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Suresh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead\",\n        \"previous_role\": \"Testing Team Member\",\n        \"mood\": \"smart\",\n        \"status\": \"Promoted\"\n      },\n      \"relationships\": [\"Cousin of Rajesh\", \"Leader of Bangalore team at Infosys\", \"Husband of Anitha\"]\n    },\n    {\n      \"name\": \"Anitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Business Owner\",\n        \"business_type\": \"Bakery\",\n        \"status\": \"Doing well\"\n      },\n      \"relationships\": [\"Wife of Suresh\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Individual\",\n        \"action\": \"Facilitating contact\",\n        \"mood\": \"Helpful\"\n      },\n      \"relationships\": [\"Cousin of Suresh\", \"Colleague of Priya\", \"Contact for Appa\"]\n    },\n    {\n      \"name\": \"Priya\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Colleague\",\n        \"need\": \"Integration project contact\",\n        \"mood\": \"Urgent\"\n      },\n      \"relationships\": [\"Colleague of Rajesh\"]\n    },\n    {\n      \"name\": \"Infosys\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Bangalore\",\n        \"context\": \"Employer of Suresh\"\n      },\n      \"relationships\": [\"Employer of Suresh\", \"Target of Priya's search\"]\n    },\n    {\n      \"name\": \"Koramangala\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"location_type\": \"Area\",\n        \"landmark\": \"Near Anitha's bakery\"\n      },\n      \"relationships\": [\"Location of Anitha's bakery\"]\n    },\n    {\n      \"name\": \"Integration Project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"Active\",\n        \"requirement\": \"Needs contact\"\n      },\n      \"relationships\": [\"Requires contact from Infosys Bangalore\"]\n    },\n    {\n      \"name\": \"Wednesday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Deadline for email delivery\",\n        \"relative_to\": \"Tuesday conversation\"\n      },\n      \"relationships\": [\"Target date for Rajesh to reply to Priya\"]\n    },\n    {\n      \"name\": \"End of week\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Deadline for connection request\",\n        \"relative_to\": \"Tuesday conversation\"\n      },\n      \"relationships\": [\"Target date for Priya's request to Rajesh\"]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Time of Conversation A\"\n      },\n      \"relationships\": [\"Time of conversation with Appa\"]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Family Member\",\n        \"relationship\": \"Parent figure to Rajesh\"\n      },\n      \"relationships\": [\"Speaker in Conversation A\", \"Source of Suresh's news\"]\n    }\n  ]\n}\n```",
        "latency_ms": 14623.6,
        "tokens_in": 456,
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      }
    ]
  },
  "kannada_heavy_family": {
    "title": "Amma's Health Checkup (Heavy Kannada)",
    "models": [
      {
        "model": "gemini-flash-lite",
        "model_display": "Gemini 2.5 Flash-Lite",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"mother\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"child\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"son\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"mother\"\n        }\n      ]\n    },\n    {\n      \"name\": \"doctor\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"medical professional\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"patient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroid test\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"TSH levels\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Thyroid test\",\n          \"type\": \"related to\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TSH\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"value\": \"6.5\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"normal range\",\n          \"type\": \"compared to\"\n        }\n      ]\n    },\n    {\n      \"name\": \"normal range\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"value\": \"4.5\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"TSH\",\n          \"type\": \"compared to\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg tablet\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"dosage\": \"50mg\",\n        \"instruction\": \"start taking\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"prescription for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"prescription\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Thyroxine 50mg tablet\",\n          \"type\": \"details\"\n        }\n      ]\n    },\n    {\n      \"name\": \"daily morning empty stomach\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"time\": \"morning\",\n        \"condition\": \"empty stomach\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Thyroxine 50mg tablet\",\n          \"type\": \"timing for taking\"\n        }\n      ]\n    },\n    {\n      \"name\": \"one month\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"blood test\",\n          \"type\": \"timing for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"blood test\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"one month\",\n          \"type\": \"scheduled after\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Apollo hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"appointment\",\n          \"type\": \"location of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"appointment\",\n          \"type\": \"date of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"appointment\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Apollo hospital\",\n          \"type\": \"at\"\n        },\n        {\n          \"entity\": \"March 15\",\n          \"type\": \"on\"\n        },\n        {\n          \"entity\": \"blood test\",\n          \"type\": \"related to\"\n        }\n      ]\n    },\n    {\n      \"name\": \"calendar\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"appointment\",\n          \"type\": \"to mark\"\n        }\n      ]\n    },\n    {\n      \"name\": \"BP\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"BP\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"value\": \"120/80\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"measured for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"doctor of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"daily morning walk\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"frequency\": \"daily\",\n        \"time\": \"morning\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"recommended for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"daily morning walk\",\n          \"type\": \"location for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"father\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"husband of\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"father of\"\n        },\n        {\n          \"entity\": \"daily morning walk\",\n          \"type\": \"suggested to do with\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TV\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"type\": \"activity of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"medicine\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"type\": \"to be reminded about\"\n        }\n      ]\n    },\n    {\n      \"name\": \"alarm\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"medicine\",\n          \"type\": \"to remind about\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 3954.1,
        "tokens_in": 459,
        "tokens_out": 1786
      },
      {
        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": " {\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother\",\n        \"relationship\": \"Rajesh's mother\"\n      },\n      \"relationships\": [\n        \"mother of Rajesh\",\n        \"patient of Dr. Lakshmi\",\n        \"has a prescription from Dr. Lakshmi\",\n        \"has an appointment at Apollo Hospital\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son\",\n        \"relationship\": \"Amma's son\"\n      },\n      \"relationships\": [\n        \"son of Amma\",\n        \"son of Appa\",\n        \"helping Amma with her health\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father\",\n        \"relationship\": \"Amma's husband, Rajesh's father\"\n      },\n      \"relationships\": [\n        \"husband of Amma\",\n        \"father of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Doctor\",\n        \"description\": \"Amma's doctor\"\n      },\n      \"relationships\": [\n        \"doctor of Amma\"\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Healthcare provider\"\n      },\n      \"relationships\": [\n        \"has an appointment with Amma on March 15\"\n      ]\n    },\n    {\n      \"name\": \"Thyroid test results\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Medical test results indicating slightly high TSH levels\"\n      },\n      \"relationships\": [\n        \"related to Amma's health\",\n        \"prescribed treatment by Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"TSH levels\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"value\": 6.5,\n        \"normal range\": \"up to 4.5\",\n        \"description\": \"Slightly high\"\n      },\n      \"relationships\": [\n        \"part of Thyroid test results\"\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg tablet\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Prescribed medication\"\n      },\n      \"relationships\": [\n        \"prescribed by Dr. Lakshmi for Amma\"\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Appointment date at Apollo Hospital\"\n      },\n      \"relationships\": [\n        \"related to Amma's follow-up blood test\"\n      ]\n    },\n    {\n      \"name\": \"BP\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"value\": \"120/80\",\n        \"description\": \"Normal\"\n      },\n      \"relationships\": [\n        \"related to Amma's health check-up\"\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Location for morning walk\"\n      },\n      \"relationships\": [\n        \"where Amma and Appa are suggested to walk\"\n      ]\n    },\n    {\n      \"name\": \"Morning walk\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily activity recommended for Amma and Appa\"\n      },\n      \"relationships\": [\n        \"suggested by Rajesh\",\n        \"to be done with Appa at Lalbagh\"\n      ]\n    }\n  ]\n}",
        "latency_ms": 6094.0,
        "tokens_in": 478,
        "tokens_out": 831
      },
      {
        "model": "claude-haiku",
        "model_display": "Claude Haiku 4.5",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"health_condition\": \"thyroid disorder\",\n        \"TSH_level\": \"6.5\",\n        \"blood_pressure\": \"120/80 (normal)\"\n      },\n      \"relationships\": [\n        \"mother of Rajesh\",\n        \"spouse of Appa\",\n        \"patient of Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"concern\": \"monitoring mother's health\"\n      },\n      \"relationships\": [\n        \"son of Amma and Appa\",\n        \"caregiver/health supporter\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"lifestyle\": \"prefers TV over morning walks\",\n        \"activity_level\": \"lazy in mornings\"\n      },\n      \"relationships\": [\n        \"husband of Amma\",\n        \"father of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\",\n        \"specialty\": \"general/internal medicine\"\n      },\n      \"relationships\": [\n        \"physician of Amma\"\n      ]\n    },\n    {\n      \"name\": \"Thyroid disorder\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"condition\": \"elevated TSH levels\",\n        \"TSH_value\": \"6.5 (normal range: up to 4.5)\",\n        \"status\": \"slight high\"\n      },\n      \"relationships\": [\n        \"diagnosed in Amma\"\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"medication/tablet\",\n        \"dosage\": \"50mg\",\n        \"administration\": \"daily, morning, empty stomach\"\n      },\n      \"relationships\": [\n        \"prescribed for Amma's thyroid\",\n        \"prescribed by Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"Thyroid test\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"medical test\",\n        \"result\": \"TSH 6.5\",\n        \"status\": \"completed\",\n        \"follow_up\": \"blood test in one month\"\n      },\n      \"relationships\": [\n        \"ordered for Amma\",\n        \"conducted at Apollo Hospital\"\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"hospital/healthcare facility\",\n        \"location\": \"implied location\"\n      },\n      \"relationships\": [\n        \"has appointment for Amma\",\n        \"conducted thyroid test\"\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"appointment date\"\n      },\n      \"relationships\": [\n        \"scheduled appointment at Apollo Hospital for Amma\"\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"location/garden\",\n        \"purpose\": \"morning walk destination\"\n      },\n      \"relationships\": [\n        \"suggested exercise location for Amma and Appa\"\n      ]\n    },\n    {\n      \"name\": \"Blood pressure\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"status\": \"normal\",\n        \"reading\": \"120/80\",\n        \"assessment\": \"no concern\"\n      },\n      \"relationships\": [\n        \"checked for Amma\",\n        \"assessed by Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"Morning walk routine\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"health activity\",\n        \"status\": \"recommended\",\n        \"frequency\": \"daily\",\n        \"location\": \"Lalbagh\"\n      },\n      \"relationships\": [\n        \"suggested for Amma and Appa by Rajesh\",\n        \"mentioned as health improvement measure\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 6883.5,
        "tokens_in": 533,
        "tokens_out": 1109
      },
      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother of Rajesh\",\n        \"health_status\": \"High TSH (6.5), Normal BP (120/80)\",\n        \"medication\": \"Thyroxine 50mg\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Mother of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"relation\": \"Wife of\",\n          \"target\": \"Appa\"\n        },\n        {\n          \"relation\": \"Patient of\",\n          \"target\": \"Dr. Lakshmi\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son of Amma\",\n        \"actions\": \"Setting alarms, updating calendar, coordinating health care\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Son of\",\n          \"target\": \"Amma\"\n        },\n        {\n          \"relation\": \"Son of\",\n          \"target\": \"Appa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father of Rajesh\",\n        \"description\": \"Lazy in the morning, likes watching TV\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Husband of\",\n          \"target\": \"Amma\"\n        },\n        {\n          \"relation\": \"Father of\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Doctor\",\n        \"description\": \"Checked BP and prescribed thyroid medication\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Treated\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Apollo hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Healthcare facility for follow-up appointment\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Venue for appointment for\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroid test\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"result\": \"TSH 6.5\",\n        \"status\": \"Slightly high\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Performed on\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"dosage\": \"50mg\",\n        \"instructions\": \"Daily morning, empty stomach, 7:00 AM\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Prescribed to\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"Follow-up blood test and appointment\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Appointment date for\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Location for morning walks\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Suggested walking spot for\",\n          \"target\": \"Amma\"\n        },\n        {\n          \"relation\": \"Suggested walking spot for\",\n          \"target\": \"Appa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Blood Pressure (BP)\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"reading\": \"120/80\",\n        \"status\": \"Normal\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Health metric for\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Morning Walk\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"frequency\": \"Daily\",\n        \"description\": \"Physical activity suggested by Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Suggested for\",\n          \"target\": \"Amma\"\n        },\n        {\n          \"relation\": \"Suggested for\",\n          \"target\": \"Appa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"Medicine reminder\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"Set by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"relation\": \"Reminds\",\n          \"target\": \"Amma\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 13254.6,
        "tokens_in": 459,
        "tokens_out": 1253
      },
      {
        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"patient\",\n        \"relationship\": \"mother of Rajesh, wife of Appa\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Rajesh\", \"type\": \"mother_of\" },\n        { \"entity\": \"Appa\", \"type\": \"wife_of\" },\n        { \"entity\": \"Dr. Lakshmi\", \"type\": \"patient_of\" },\n        { \"entity\": \"Thyroid test results\", \"type\": \"received\" },\n        { \"entity\": \"Thyroxine 50mg tablet\", \"type\": \"prescribed_to\" },\n        { \"entity\": \"Blood test\", \"type\": \"scheduled_for\" },\n        { \"entity\": \"Appointment\", \"type\": \"has\" },\n        { \"entity\": \"BP check\", \"type\": \"underwent\" },\n        { \"entity\": \"Morning walk\", \"type\": \"requested_to_do\" }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"son of Amma and Appa\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"son_of\" },\n        { \"entity\": \"Appa\", \"type\": \"son_of\" },\n        { \"entity\": \"Calendar\", \"type\": \"will_update\" },\n        { \"entity\": \"Alarm\", \"type\": \"will_set_for\" }\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"treated\" },\n        { \"entity\": \"Thyroid test results\", \"type\": \"interpreted\" },\n        { \"entity\": \"Thyroxine 50mg tablet\", \"type\": \"prescribed\" },\n        { \"entity\": \"Blood test\", \"type\": \"recommended\" },\n        { \"entity\": \"BP 120/80\", \"type\": \"assessed\" }\n      ]\n    },\n    {\n      \"name\": \"Thyroid test results\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"medical test results\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"for\" },\n        { \"entity\": \"TSH levels\", \"type\": \"contains\" }\n      ]\n    },\n    {\n      \"name\": \"TSH levels\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Thyroid Stimulating Hormone levels, medical measurement\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Thyroid test results\", \"type\": \"part_of\" },\n        { \"entity\": \"TSH 6.5\", \"type\": \"measured_as\" },\n        { \"entity\": \"Normal TSH range\", \"type\": \"compared_to\" }\n      ]\n    },\n    {\n      \"name\": \"TSH 6.5\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"specific TSH measurement\",\n        \"value\": \"6.5\",\n        \"status\": \"slight high\"\n      },\n      \"relationships\": [\n        { \"entity\": \"TSH levels\", \"type\": \"is_a_measurement_of\" },\n        { \"entity\": \"Amma\", \"type\": \"is_for\" }\n      ]\n    },\n    {\n      \"name\": \"Normal TSH range\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"standard TSH range\",\n        \"value\": \"up to 4.5\"\n      },\n      \"relationships\": [\n        { \"entity\": \"TSH levels\", \"type\": \"is_a_benchmark_for\" }\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg tablet\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"medication\",\n        \"dosage\": \"50mg\",\n        \"instructions\": \"daily morning, empty stomach, 7 AM, before breakfast\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"prescribed_to\" },\n        { \"entity\": \"Prescription\", \"type\": \"listed_on\" },\n        { \"entity\": \"Alarm\", \"type\": \"set_for\" }\n      ]\n    },\n    {\n      \"name\": \"Prescription\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"medical document\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Dr. Lakshmi\", \"type\": \"issued_by\" },\n        { \"entity\": \"Amma\", \"type\": \"given_to\" },\n        { \"entity\": \"Thyroxine 50mg tablet\", \"type\": \"for\" }\n      ]\n    },\n    {\n      \"name\": \"Blood test\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"medical procedure\",\n        \"frequency\": \"one month after starting medication\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"scheduled_for\" },\n        { \"entity\": \"Dr. Lakshmi\", \"type\": \"recommended_by\" },\n        { \"entity\": \"Apollo Hospital\", \"type\": \"at\" },\n        { \"entity\": \"March 15\", \"type\": \"on\" }\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"hospital\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Appointment\", \"type\": \"location_of\" },\n        { \"entity\": \"Blood test\", \"type\": \"location_of\" }\n      ]\n    },\n    {\n      \"name\": \"Appointment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"medical consultation\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"for\" },\n        { \"entity\": \"Apollo Hospital\", \"type\": \"at\" },\n        { \"entity\": \"March 15\", \"type\": \"on\" },\n        { \"entity\": \"Calendar\", \"type\": \"added_to\" }\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"specific date\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Appointment\", \"type\": \"date_of\" },\n        { \"entity\": \"Blood test\", \"type\": \"date_of\" }\n      ]\n    },\n    {\n      \"name\": \"Calendar\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"scheduling tool\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Rajesh\", \"type\": \"will_use\" },\n        { \"entity\": \"Appointment\", \"type\": \"will_contain\" }\n      ]\n    },\n    {\n      \"name\": \"BP check\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"medical procedure\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"underwent\" },\n        { \"entity\": \"BP 120/80\", \"type\": \"resulted_in\" }\n      ]\n    },\n    {\n      \"name\": \"BP 120/80\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"specific Blood Pressure measurement\",\n        \"value\": \"120/80\",\n        \"status\": \"normal\"\n      },\n      \"relationships\": [\n        { \"entity\": \"BP check\", \"type\": \"is_a_measurement_from\" },\n        { \"entity\": \"Amma\", \"type\": \"is_for\" },\n        { \"entity\": \"Dr. Lakshmi\", \"type\": \"assessed\" }\n      ]\n    },\n    {\n      \"name\": \"Morning walk\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"physical activity\",\n        \"frequency\": \"daily\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Rajesh\", \"type\": \"recommended_to\" },\n        { \"entity\": \"Amma\", \"type\": \"should_do\" },\n        { \"entity\": \"Appa\", \"type\": \"should_do_with\" },\n        { \"entity\": \"Lalbagh\", \"type\": \"location_for\" }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"father of Rajesh, husband of Amma\",\n        \"description\": \"lazy regarding morning walk\"\n      },\n      \"relationships\": [\n        { \"entity\": \"Amma\", \"type\": \"husband_of\" },\n        { \"entity\": \"Rajesh\", \"type\": \"father_of\" },\n        { \"entity\": \"Morning walk\", \"type\": \"requested_to_do\" },\n        { \"entity\": \"TV\", \"type\": \"watches\" },\n        { \"entity\": \"Phone\", \"type\": \"will_be_called_on\" }\n      ]\n    },\n    {\n      \"name\": \"Lal",
        "latency_ms": 16281.6,
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      },
      {
        "model": "claude-opus",
        "model_display": "Claude Opus 4.6",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother of Rajesh\",\n        \"description\": \"Recently visited a doctor for thyroid test results\",\n        \"medical_conditions\": [\n          \"Slightly elevated TSH (6.5, above normal range of 4.5)\",\n          \"Hypothyroidism (subclinical)\"\n        ],\n        \"medications\": \"Thyroxine 50mg tablet (newly prescribed)\",\n        \"BP\": \"120/80 (normal)\"\n      },\n      \"relationships\": [\n        \"Mother of Rajesh\",\n        \"Wife of Appa\",\n        \"Patient of Dr. Lakshmi\",\n        \"Has appointment at Apollo Hospital on March 15\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son of Amma and Appa\",\n        \"description\": \"Caring son who is tracking his mother's health, offers to set daily medicine reminders and plans to call his father\"\n      },\n      \"relationships\": [\n        \"Son of Amma\",\n        \"Son of Appa\",\n        \"Plans to call Appa about morning walks\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father of Rajesh, husband of Amma\",\n        \"description\": \"Described as lazy in the mornings, tends to sit in front of the TV\"\n      },\n      \"relationships\": [\n        \"Father of Rajesh\",\n        \"Husband of Amma\",\n        \"Suggested to accompany Amma for morning walks at Lalbagh\"\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Doctor\",\n        \"description\": \"Amma's doctor who reviewed thyroid test results and prescribed Thyroxine 50mg, checked BP, and assured no tension needed\"\n      },\n      \"relationships\": [\n        \"Doctor treating Amma\",\n        \"Likely associated with Apollo Hospital\"\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"Hospital\",\n        \"description\": \"Hospital where Amma has a follow-up appointment\"\n      },\n      \"relationships\": [\n        \"Location of Amma's follow-up appointment on March 15\",\n        \"Likely workplace of Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"A park/garden suggested by Rajesh for Amma and Appa's daily morning walks\"\n      },\n      \"relationships\": [\n        \"Suggested morning walk location for Amma and Appa\"\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Date of Amma's follow-up appointment at Apollo Hospital for repeat blood test after one month of medication\"\n      },\n      \"relationships\": [\n        \"Follow-up appointment date for Amma at Apollo Hospital\"\n      ]\n    },\n    {\n      \"name\": \"Thyroid Test\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Blood test conducted to check thyroid levels\",\n        \"result\": \"TSH level 6.5 (above normal range of up to 4.5)\"\n      },\n      \"relationships\": [\n        \"Test conducted for Amma\",\n        \"Results reviewed by Dr. Lakshmi\",\n        \"Follow-up blood test scheduled after one month\"\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Medication/Tablet\",\n        \"dosage\": \"50mg\",\n        \"instructions\": \"Daily morning on empty stomach, before food, at 7 AM\"\n      },\n      \"relationships\": [\n        \"Prescribed to Amma by Dr. Lakshmi\",\n        \"Rajesh plans to set daily alarm reminders for this medication\"\n      ]\n    },\n    {\n      \"name\": \"TSH Levels\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Thyroid Stimulating Hormone levels\",\n        \"Amma's result\": \"6.5\",\n        \"normal_range\": \"Up to 4.5\"\n      },\n      \"relationships\": [\n        \"Key metric from Amma's thyroid test\",\n        \"Basis for Thyroxine 50mg prescription\"\n      ]\n    },\n    {\n      \"name\": \"Blood Pressure Check\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"BP check conducted during Amma's doctor visit\",\n        \"result\": \"120/80 (normal)\"\n      },\n      \"relationships\": [\n        \"Conducted for Amma by Dr. Lakshmi\"\n      ]\n    }\n  ]\n}\n```",
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      },
      {
        "model": "gemini-3-pro",
        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Mother\",\n        \"Patient\",\n        \"TSH level: 6.5\",\n        \"BP: 120/80\"\n      ],\n      \"relationships\": [\n        \"Mother of Rajesh\",\n        \"Wife of Appa\",\n        \"Patient of Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Son\"\n      ],\n      \"relationships\": [\n        \"Son of Amma\",\n        \"Son of Appa\"\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Doctor\"\n      ],\n      \"relationships\": [\n        \"Treating Amma\",\n        \"Prescribed Thyroxine\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Father\",\n        \"Described as lazy in the morning\",\n        \"Watches TV\"\n      ],\n      \"relationships\": [\n        \"Husband of Amma\",\n        \"Father of Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": [],\n      \"relationships\": [\n        \"Location of appointment on March 15\"\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Park/Garden\"\n      ],\n      \"relationships\": [\n        \"Suggested location for morning walk\"\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Future date\"\n      ],\n      \"relationships\": [\n        \"Date of appointment at Apollo Hospital\"\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Medicine\",\n        \"Tablet\",\n        \"Dosage: 50mg\",\n        \"Instruction: Daily morning, empty stomach, 7:00 AM\"\n      ],\n      \"relationships\": [\n        \"Prescribed to Amma by Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"TSH levels\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Thyroid Stimulating Hormone\",\n        \"Current level: 6.5 (Slightly high)\",\n        \"Normal range: Up to 4.5\"\n      ],\n      \"relationships\": [\n        \"Health metric for Amma\"\n      ]\n    },\n    {\n      \"name\": \"Blood Pressure (BP)\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Reading: 120/80\",\n        \"Status: Normal\"\n      ],\n      \"relationships\": [\n        \"Health metric for Amma\"\n      ]\n    },\n    {\n      \"name\": \"Morning walk\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Daily activity\"\n      ],\n      \"relationships\": [\n        \"Suggested by Rajesh for Amma and Appa\"\n      ]\n    },\n    {\n      \"name\": \"Blood test\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Follow-up medical test\"\n      ],\n      \"relationships\": [\n        \"Scheduled to happen after one month\"\n      ]\n    },\n    {\n      \"name\": \"TV\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Television\"\n      ],\n      \"relationships\": [\n        \"Object Appa sits in front of\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 21801.8,
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      },
      {
        "model": "gemini-pro",
        "model_display": "Gemini 2.5 Pro",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"relationship\": \"Rajesh's mother, Appa's wife\",\n        \"description\": \"Visited the doctor for thyroid test results. Has a TSH level of 6.5 and was prescribed Thyroxine 50mg. Her BP is normal (120/80). Has a follow-up appointment on March 15.\"\n      },\n      \"relationships\": {\n        \"son\": \"Rajesh\",\n        \"husband\": \"Appa\",\n        \"doctor\": \"Dr. Lakshmi\",\n        \"patient_at\": \"Apollo hospital\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationship\": \"Amma's son\",\n        \"description\": \"Is concerned about his mother's health, suggests she go for a morning walk, and offers to set a medication reminder.\"\n      },\n      \"relationships\": {\n        \"mother\": \"Amma\",\n        \"father\": \"Appa\"\n      }\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\",\n        \"description\": \"Diagnosed Amma with slightly high TSH, prescribed Thyroxine 50mg, and confirmed her BP is normal.\"\n      },\n      \"relationships\": {\n        \"patient\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationship\": \"Rajesh's father, Amma's husband\",\n        \"description\": \"Described as being lazy in the mornings and watches TV. Rajesh suggests he should go for a walk with Amma.\"\n      },\n      \"relationships\": {\n        \"son\": \"Rajesh\",\n        \"wife\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Apollo hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"The hospital where Amma has a follow-up appointment scheduled.\"\n      },\n      \"relationships\": {\n        \"location_for\": \"Follow-up Blood Test Appointment\"\n      }\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"A park suggested by Rajesh as a location for his parents' morning walk.\"\n      },\n      \"relationships\": {\n        \"suggested_for\": \"Morning Walk\"\n      }\n    },\n    {\n      \"name\": \"Thyroid Test\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A medical test Amma underwent. The results indicated a high TSH level.\"\n      },\n      \"relationships\": {\n        \"subject\": \"Amma\",\n        \"result\": \"TSH level of 6.5\"\n      }\n    },\n    {\n      \"name\": \"Follow-up Blood Test Appointment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A follow-up appointment for Amma to re-check her blood after one month of medication.\"\n      },\n      \"relationships\": {\n        \"attendee\": \"Amma\",\n        \"date\": \"March 15\",\n        \"location\": \"Apollo hospital\"\n      }\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The specific date for Amma's follow-up appointment.\"\n      },\n      \"relationships\": {\n        \"date_of\": \"Follow-up Blood Test Appointment\"\n      }\n    },\n    {\n      \"name\": \"TSH\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Thyroid-Stimulating Hormone, a medical indicator. Amma's level is 6.5, which is considered slightly high as the normal range is up to 4.5.\"\n      },\n      \"relationships\": {\n        \"measured_for\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"role\": \"medication\",\n        \"description\": \"A tablet prescribed to Amma to manage her thyroid levels. To be taken daily in the morning on an empty stomach.\"\n      },\n      \"relationships\": {\n        \"prescribed_for\": \"Amma\",\n        \"prescribed_by\": \"Dr. Lakshmi\"\n      }\n    },\n    {\n      \"name\": \"BP (Blood Pressure)\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"A medical measurement. Amma's reading was 120/80, which is normal.\"\n      },\n      \"relationships\": {\n        \"measured_for\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Morning Walk\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"A daily activity suggested by Rajesh for his parents' health.\"\n      },\n      \"relationships\": {\n        \"suggested_for\": \"Amma, Appa\",\n        \"suggested_by\": \"Rajesh\",\n        \"suggested_location\": \"Lalbagh\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 22320.4,
        "tokens_in": 459,
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      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"relationship\": \"Rajesh's mother\",\n        \"health_conditions\": [\"hypothyroidism\", \"high TSH levels\"],\n        \"TSH_level\": \"6.5\",\n        \"BP\": \"120/80 (normal)\",\n        \"prescribed_medication\": \"Thyroxine 50mg\",\n        \"appointment\": \"Apollo Hospital, March 15\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"son\"},\n        {\"entity\": \"Appa\", \"relation\": \"husband\"},\n        {\"entity\": \"Dr. Lakshmi\", \"relation\": \"patient\"},\n        {\"entity\": \"Apollo Hospital\", \"relation\": \"patient/visitor\"},\n        {\"entity\": \"Lalbagh\", \"relation\": \"suggested walking location\"}\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationship\": \"Amma's son\",\n        \"actions\": [\n          \"sets calendar reminder for March 15\",\n          \"plans to call Appa\",\n          \"sets daily medicine alarm for Amma\"\n        ]\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"son\"},\n        {\"entity\": \"Appa\", \"relation\": \"son\"},\n        {\"entity\": \"Apollo Hospital\", \"relation\": \"tracking appointment\"}\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationship\": \"Rajesh's father, Amma's husband\",\n        \"habits\": [\"lazy in mornings\", \"watches TV\"],\n        \"suggested_activity\": \"morning walk at Lalbagh with Amma\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"husband\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"father\"},\n        {\"entity\": \"Lalbagh\", \"relation\": \"suggested walking companion\"}\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\",\n        \"specialization\": \"likely endocrinologist or general physician\",\n        \"advice_given\": [\n          \"TSH 6.5 is slightly high\",\n          \"Prescribed Thyroxine 50mg\",\n          \"Advised morning empty stomach intake\",\n          \"Follow-up blood test after one month\",\n          \"BP is normal, no tension needed\"\n        ]\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"doctor\"},\n        {\"entity\": \"Apollo Hospital\", \"relation\": \"associated doctor\"}\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"hospital\",\n        \"appointment_date\": \"March 15\",\n        \"purpose\": \"follow-up appointment for Amma\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"patient scheduled for appointment\"},\n        {\"entity\": \"Dr. Lakshmi\", \"relation\": \"doctor at hospital\"},\n        {\"entity\": \"March 15\", \"relation\": \"appointment date\"}\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"follow-up appointment at Apollo Hospital for Amma\",\n        \"reminder\": \"Rajesh added to calendar\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Apollo Hospital\", \"relation\": \"appointment location\"},\n        {\"entity\": \"Amma\", \"relation\": \"patient with appointment\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"set calendar reminder\"}\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"park/garden\",\n        \"location\": \"likely Bengaluru\",\n        \"suggested_use\": \"morning walk for Amma and Appa\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"suggested walking location\"},\n        {\"entity\": \"Appa\", \"relation\": \"suggested walking companion\"}\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"medication/prescription tablet\",\n        \"dosage\": \"50mg\",\n        \"instructions\": \"daily, morning, empty stomach before 7am\",\n        \"prescribed_by\": \"Dr. Lakshmi\",\n        \"prescribed_for\": \"high TSH / hypothyroidism\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"prescribed to\"},\n        {\"entity\": \"Dr. Lakshmi\", \"relation\": \"prescribed by\"}\n      ]\n    },\n    {\n      \"name\": \"TSH Level\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"measured_value\": \"6.5\",\n        \"normal_range\": \"up to 4.5\",\n        \"status\": \"slightly high\",\n        \"patient\": \"Amma\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"test result belonging to\"},\n        {\"entity\": \"Dr. Lakshmi\", \"relation\": \"assessed by\"},\n        {\"entity\": \"Thyroxine 50mg\", \"relation\": \"medication prescribed due to high TSH\"}\n      ]\n    },\n    {\n      \"name\": \"Blood Test (Follow-up)\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"one month after starting Thyroxine\",\n        \"purpose\": \"monitor TSH levels after medication\",\n        \"advised_by\": \"Dr. Lakshmi\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"patient undergoing test\"},\n        {\"entity\": \"Apollo Hospital\", \"relation\": \"likely location\"},\n        {\"entity\": \"Thyroxine 50mg\", \"relation\": \"follow-up to medication start\"}\n      ]\n    },\n    {\n      \"name\": \"Blood Pressure (BP)\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"measured_value\": \"120/80\",\n        \"status\": \"normal\",\n        \"patient\": \"Amma\",\n        \"assessed_by\": \"Dr. Lakshmi\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"health metric of\"},\n        {\"entity\": \"Dr. Lakshmi\", \"relation\": \"assessed by\"}\n      ]\n    },\n    {\n      \"name\": \"Morning Walk\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"suggested_by\": \"Rajesh\",\n        \"suggested_for\": \"Amma and Appa\",\n        \"location\": \"Lalbagh\",\n        \"purpose\": \"health improvement\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Amma\", \"relation\": \"suggested participant\"},\n        {\"entity\": \"Appa\", \"relation\": \"suggested participant\"},\n        {\"entity\": \"Lalbagh\", \"relation\": \"suggested location\"},\n        {\"entity\": \"Rajesh\", \"relation\": \"person who suggested\"}\n      ]\n    },\n    {\n      \"name\": \"Daily Medicine Alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"remind Amma to take Thyroxine daily\",\n        \"set_by\": \"Rajesh\",\n        \"beneficiary\": \"Amma\"\n      },\n      \"relationships\": [\n        {\"entity\": \"Rajesh\", \"relation\": \"set by\"},\n        {\"entity\": \"Amma\", \"relation\": \"reminder for\"},\n        {\"entity\": \"Thyroxine 50mg\", \"relation\": \"reminder about\"}\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 23533.8,
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      },
      {
        "model": "gemini-3.1-pro",
        "model_display": "Gemini 3.1 Pro (Preview)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Mother of Rajesh\",\n        \"Wife of Appa\",\n        \"Patient\",\n        \"TSH level 6.5 (slightly high)\",\n        \"Blood pressure 120/80 (normal)\"\n      ],\n      \"relationships\": [\n        \"Mother of Rajesh\",\n        \"Wife of Appa\",\n        \"Patient of Dr. Lakshmi\",\n        \"Prescribed Thyroxine 50mg\",\n        \"Has an appointment at Apollo hospital on March 15\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Son of Amma and Appa\",\n        \"Helpful and caring\"\n      ],\n      \"relationships\": [\n        \"Son of Amma\",\n        \"Son of Appa\",\n        \"Will set a daily alarm for Amma's medicine\",\n        \"Will call Appa tomorrow\"\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Father of Rajesh\",\n        \"Husband of Amma\",\n        \"Lazy in the mornings\",\n        \"Sits in front of the TV\"\n      ],\n      \"relationships\": [\n        \"Father of Rajesh\",\n        \"Husband of Amma\",\n        \"Requested to go for a morning walk with Amma at Lalbagh\"\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Doctor\"\n      ],\n      \"relationships\": [\n        \"Treating Amma\",\n        \"Checked Amma's BP and Thyroid\",\n        \"Prescribed Thyroxine 50mg to Amma\"\n      ]\n    },\n    {\n      \"name\": \"Thyroid test\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Medical test\"\n      ],\n      \"relationships\": [\n        \"Taken by Amma\",\n        \"Yielded TSH results\"\n      ]\n    },\n    {\n      \"name\": \"TSH\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Health metric\",\n        \"Current level is 6.5 (slightly high)\",\n        \"Normal range is up to 4.5\"\n      ],\n      \"relationships\": [\n        \"Measured in Amma's Thyroid test\"\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Medication / Tablet\",\n        \"Dosage: 50mg\",\n        \"To be taken daily at 7 AM on an empty stomach\"\n      ],\n      \"relationships\": [\n        \"Prescribed to Amma by Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"Blood test\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Follow-up medical test\",\n        \"Scheduled after one month\"\n      ],\n      \"relationships\": [\n        \"To be taken by Amma\"\n      ]\n    },\n    {\n      \"name\": \"Apollo hospital\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Medical facility\"\n      ],\n      \"relationships\": [\n        \"Location for Amma's next appointment\"\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Appointment date\"\n      ],\n      \"relationships\": [\n        \"Date of Amma's appointment at Apollo hospital\"\n      ]\n    },\n    {\n      \"name\": \"BP (Blood Pressure)\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Health metric\",\n        \"Current reading is 120/80 (normal)\"\n      ],\n      \"relationships\": [\n        \"Checked for Amma by Dr. Lakshmi\"\n      ]\n    },\n    {\n      \"name\": \"Morning walk\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Daily physical activity\"\n      ],\n      \"relationships\": [\n        \"Suggested by Rajesh for Amma and Appa\"\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Park / Outdoor location\"\n      ],\n      \"relationships\": [\n        \"Suggested location for Amma and Appa's morning walk\"\n      ]\n    },\n    {\n      \"name\": \"TV\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Television\",\n        \"Entertainment device\"\n      ],\n      \"relationships\": [\n        \"Watched by Appa in the mornings\"\n      ]\n    },\n    {\n      \"name\": \"Alarm\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Daily reminder\"\n      ],\n      \"relationships\": [\n        \"Will be set by Rajesh to remind Amma to take her medicine\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 30986.1,
        "tokens_in": 459,
        "tokens_out": 1216
      },
      {
        "model": "ministral-14b",
        "model_display": "Ministral 3 14B (Local)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"relationship\": [\"Rajesh's mother\", \"Appa's wife\"],\n        \"description\": \"Discussing health and daily routines with Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Rajesh\",\n          \"relation_type\": \"parent-child\"\n        },\n        {\n          \"related_entity\": \"Appa\",\n          \"relation_type\": \"spouse\"\n        },\n        {\n          \"related_entity\": \"Dr. Lakshmi\",\n          \"relation_type\": \"patient-doctor\"\n        },\n        {\n          \"related_entity\": \"Apollo Hospital\",\n          \"relation_type\": \"patient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"relationship\": [\"Amma's son\", \"Appa's son\"],\n        \"description\": \"Seeking health advice and managing daily reminders for family\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"parent-child\"\n        },\n        {\n          \"related_entity\": \"Appa\",\n          \"relation_type\": \"parent-child\"\n        },\n        {\n          \"related_entity\": \"Apollo Hospital\",\n          \"relation_type\": \"patient\"\n        },\n        {\n          \"related_entity\": \"TSH levels\",\n          \"relation_type\": \"patient\"\n        },\n        {\n          \"related_entity\": \"Thyroxine\",\n          \"relation_type\": \"patient\"\n        },\n        {\n          \"related_entity\": \"morning walk\",\n          \"relation_type\": \"participant\"\n        },\n        {\n          \"related_entity\": \"daily alarm\",\n          \"relation_type\": \"user\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"relationship\": [\"Amma's husband\", \"Rajesh's father\"],\n        \"description\": \"Lazy in the morning, watches TV\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"spouse\"\n        },\n        {\n          \"related_entity\": \"Rajesh\",\n          \"relation_type\": \"parent-child\"\n        },\n        {\n          \"related_entity\": \"Lalbagh\",\n          \"relation_type\": \"associated_place\"\n        },\n        {\n          \"related_entity\": \"morning walk\",\n          \"relation_type\": \"intended_participant\"\n        },\n        {\n          \"related_entity\": \"TV\",\n          \"relation_type\": \"user\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\",\n        \"description\": \"Monitoring Amma's blood pressure and health\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"doctor-patient\"\n        },\n        {\n          \"related_entity\": \"blood pressure\",\n          \"relation_type\": \"monitor\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TSH levels\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Thyroid Stimulating Hormone levels\",\n        \"value\": \"6.5 (slightly high)\",\n        \"normal_range\": \"4.5\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"belongs_to\"\n        },\n        {\n          \"related_entity\": \"thyroid test\",\n          \"relation_type\": \"part_of\"\n        },\n        {\n          \"related_entity\": \"Thyroxine\",\n          \"relation_type\": \"related_to\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroxine\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Medication for thyroid regulation\",\n        \"dosage\": \"50 mg tablet\",\n        \"frequency\": \"to be started\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"prescribed_to\"\n        },\n        {\n          \"related_entity\": \"TSH levels\",\n          \"relation_type\": \"related_to\"\n        },\n        {\n          \"related_entity\": \"prescription\",\n          \"relation_type\": \"part_of\"\n        }\n      ]\n    },\n    {\n      \"name\": \"thyroid test\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Medical test for thyroid function\",\n        \"result\": \"TSH levels slightly high\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"performed_on\"\n        },\n        {\n          \"related_entity\": \"TSH levels\",\n          \"relation_type\": \"part_of\"\n        },\n        {\n          \"related_entity\": \"Apollo Hospital\",\n          \"relation_type\": \"location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"prescription\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Medical prescription for Thyroxine\",\n        \"details\": \"50 mg tablet to be started\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"issued_to\"\n        },\n        {\n          \"related_entity\": \"Thyroxine\",\n          \"relation_type\": \"includes\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"healthcare provider\",\n        \"description\": \"Location for medical tests and appointments\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"service_provider\"\n        },\n        {\n          \"related_entity\": \"Rajesh\",\n          \"relation_type\": \"service_provider\"\n        },\n        {\n          \"related_entity\": \"thyroid test\",\n          \"relation_type\": \"location\"\n        },\n        {\n          \"related_entity\": \"appointment\",\n          \"relation_type\": \"host\"\n        },\n        {\n          \"related_entity\": \"March 15\",\n          \"relation_type\": \"scheduled_for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"appointment\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Medical follow-up appointment\",\n        \"purpose\": \"blood test\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"scheduled_for\"\n        },\n        {\n          \"related_entity\": \"Apollo Hospital\",\n          \"relation_type\": \"location\"\n        },\n        {\n          \"related_entity\": \"March 15\",\n          \"relation_type\": \"date\"\n        },\n        {\n          \"related_entity\": \"blood test\",\n          \"relation_type\": \"purpose\"\n        }\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Date of the appointment at Apollo Hospital\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"appointment\",\n          \"relation_type\": \"date_of\"\n        },\n        {\n          \"related_entity\": \"Apollo Hospital\",\n          \"relation_type\": \"scheduled_on\"\n        }\n      ]\n    },\n    {\n      \"name\": \"blood test\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Medical test for monitoring health\",\n        \"frequency\": \"after starting medication\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"performed_on\"\n        },\n        {\n          \"related_entity\": \"appointment\",\n          \"relation_type\": \"purpose_of\"\n        },\n        {\n          \"related_entity\": \"Apollo Hospital\",\n          \"relation_type\": \"location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"blood pressure\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Measurement of blood pressure\",\n        \"value\": \"120/80 (normal)\",\n        \"monitor\": \"Dr. Lakshmi\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"belongs_to\"\n        },\n        {\n          \"related_entity\": \"Dr. Lakshmi\",\n          \"relation_type\": \"monitored_by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"morning walk\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Daily exercise routine\",\n        \"time\": \"morning\",\n        \"location\": \"Lalbagh\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Rajesh\",\n          \"relation_type\": \"participant\"\n        },\n        {\n          \"related_entity\": \"Appa\",\n          \"relation_type\": \"intended_participant\"\n        },\n        {\n          \"related_entity\": \"Lalbagh\",\n          \"relation_type\": \"location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Park for morning walks\",\n        \"role\": \"exercise location\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"morning walk\",\n          \"relation_type\": \"location\"\n        },\n        {\n          \"related_entity\": \"Appa\",\n          \"relation_type\": \"associated_place\"\n        }\n      ]\n    },\n    {\n      \"name\": \"daily alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Reminder for medication\",\n        \"frequency\": \"daily\",\n        \"set_by\": \"Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Rajesh\",\n          \"relation_type\": \"set_by\"\n        },\n        {\n          \"related_entity\": \"medicine remind\",\n          \"relation_type\": \"purpose\"\n        }\n      ]\n    },\n    {\n      \"name\": \"medicine remind\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Reminder for taking medication\",\n        \"frequency\": \"daily\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"daily alarm\",\n          \"relation_type\": \"triggered_by\"\n        },\n        {\n          \"related_entity\": \"Amma\",\n          \"relation_type\": \"for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TV\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Entertainment device\",\n        \"usage\": \"watching by Appa\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Appa\",\n          \"relation_type\": \"used_by\"\n        }\n      ]\n    },\n    {\n      \"name\": \"calendar\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Tool for scheduling appointments\",\n        \"used_by\": \"Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Rajesh\",\n          \"relation_type\": \"used_by\"\n        },\n        {\n          \"related_entity\": \"appointment\",\n          \"relation_type\": \"scheduling_tool\"\n        }\n      ]\n    },\n    {\n      \"name\": \"empty stomach\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Condition for taking medication\",\n        \"context\": \"morning\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Thyroxine\",\n          \"relation_type\": \"condition_for\"\n        }\n      ]\n    },\n    {\n      \"name\": \"phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Communication device\",\n        \"usage\": \"calling Appa\"\n      },\n      \"relationships\": [\n        {\n          \"related_entity\": \"Rajesh\",\n          \"relation_type\": \"used_by\"\n        },\n        {\n          \"related_entity\": \"Appa\",\n          \"relation_type\": \"communication_with\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 110080.9,
        "tokens_in": 478,
        "tokens_out": 2640
      },
      {
        "model": "qwen3-32b",
        "model_display": "Qwen3 32B (Local)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"health_condition\": \"slightly high TSH levels\",\n        \"prescription\": \"Thyroxine 50mg tablet\",\n        \"appointment\": \"March 15 at Apollo Hospital\",\n        \"blood_pressure\": \"120/80\",\n        \"doctor\": \"Dr. Lakshmi\"\n      },\n      \"relationships\": {\n        \"child\": \"Rajesh\",\n        \"husband\": \"Appa\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"concern\": \"Amma's health\",\n        \"action\": \"setting alarm for medicine, adding to calendar\"\n      },\n      \"relationships\": {\n        \"mother\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"habit\": \"watches TV in the morning\",\n        \"request\": \"morning walk with Rajesh at Lalbagh\"\n      },\n      \"relationships\": {\n        \"wife\": \"Amma\",\n        \"son\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"Thyroid\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"related to Amma's health condition\",\n        \"test\": \"Thyroid test\"\n      },\n      \"relationships\": {\n        \"person\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"TSH\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Thyroid-Stimulating Hormone\",\n        \"level\": \"6.5\",\n        \"normal_range\": \"up to 4.5\"\n      },\n      \"relationships\": {\n        \"person\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Thyroxine 50mg tablet\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"prescribed medication for Amma\",\n        \"dosage\": \"50mg\",\n        \"timing\": \"daily morning on empty stomach\"\n      },\n      \"relationships\": {\n        \"prescribed_by\": \"Dr. Lakshmi\",\n        \"for\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"hospital where Amma has an appointment\",\n        \"appointment_date\": \"March 15\"\n      },\n      \"relationships\": {\n        \"patient\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\",\n        \"specialization\": \"thyroid and blood pressure\",\n        \"advice\": \"take thyroxine, no tension\"\n      },\n      \"relationships\": {\n        \"patient\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location for morning walk\",\n        \"proposed_by\": \"Rajesh\"\n      },\n      \"relationships\": {\n        \"person\": \"Appa\",\n        \"son\": \"Rajesh\"\n      }\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"appointment date at Apollo Hospital\"\n      },\n      \"relationships\": {\n        \"event\": \"Apollo Hospital appointment\",\n        \"person\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Blood Pressure (BP)\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"value\": \"120/80\",\n        \"status\": \"normal\"\n      },\n      \"relationships\": {\n        \"person\": \"Amma\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 90216.7,
        "tokens_in": 504,
        "tokens_out": 873
      },
      {
        "model": "qwen3-32b-nim",
        "model_display": "Qwen3 32B NIM (NVFP4)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother\",\n        \"health_issue\": \"high TSH levels\",\n        \"treatment\": \"Thyroxine 50mg tablet\",\n        \"appointment\": \"March 15 at Apollo Hospital\"\n      },\n      \"relationships\": {\n        \"child\": \"Rajesh\",\n        \"husband\": \"Appa\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son\",\n        \"concern\": \"Amma's health\",\n        \"actions\": \"setting reminders, scheduling appointments\"\n      },\n      \"relationships\": {\n        \"mother\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"habit\": \"watches TV in the morning\",\n        \"request\": \"morning walk at Lalbagh\"\n      },\n      \"relationships\": {\n        \"wife\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Thyroid\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"test\": \"TSH test\",\n        \"result\": \"TSH level of 6.5\",\n        \"normal_range\": \"up to 4.5\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Amma's health\"\n      }\n    },\n    {\n      \"name\": \"TSH\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"level\": \"6.5\",\n        \"normal_range\": \"up to 4.5\",\n        \"diagnosis\": \"slightly high\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Thyroid test\"\n      }\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"tablet\",\n        \"prescription\": \"started by doctor\",\n        \"dosage\": \"50mg\"\n      },\n      \"relationships\": {\n        \"prescribed_to\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"appointment_date\": \"March 15\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Amma's blood test\"\n      }\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"blood test appointment\"\n      },\n      \"relationships\": {\n        \"location\": \"Apollo Hospital\"\n      }\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\",\n        \"diagnosis\": \"normal BP (120/80)\",\n        \"advice\": \"no tension\"\n      },\n      \"relationships\": {\n        \"patient\": \"Amma\"\n      }\n    },\n    {\n      \"name\": \"BP\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"value\": \"120/80\",\n        \"status\": \"normal\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Amma's health\"\n      }\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"activity\": \"morning walk\"\n      },\n      \"relationships\": {\n        \"related_to\": \"Appa's request\"\n      }\n    },\n    {\n      \"name\": \"Alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"medicine reminder\",\n        \"frequency\": \"daily\"\n      },\n      \"relationships\": {\n        \"set_by\": \"Rajesh\",\n        \"for\": \"Amma\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 89005.6,
        "tokens_in": 500,
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      },
      {
        "model": "mistral-small",
        "model_display": "Mistral Small 3.2 (24B, Local)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Son\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"son\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Mother\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"mother\"\n        },\n        {\n          \"entity\": \"Appa\",\n          \"relation\": \"spouse\"\n        }\n      ]\n    },\n    {\n      \"name\": \"doctor\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"healthcare provider\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"patient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroid test results\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"medical test results\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"owner\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TSH levels\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"medical measurement\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Thyroid test results\",\n          \"relation\": \"component\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Normal range\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"standard medical values\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"TSH levels\",\n          \"relation\": \"reference\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg tablet\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"medication\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"patient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"prescription\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"medical directive\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Thyroxine 50mg tablet\",\n          \"relation\": \"source\"\n        }\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Apollo hospital\",\n          \"relation\": \"appointment date\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Apollo hospital\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"role\": \"healthcare facility\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"patient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"BP check\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"medical procedure\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"patient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"120/80\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"blood pressure reading\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"BP check\",\n          \"relation\": \"result\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"patient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Father\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Amma\",\n          \"relation\": \"spouse\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"park\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"relation\": \"location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"phone\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"communication device\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"owner\"\n        }\n      ]\n    },\n    {\n      \"name\": \"medicine remind\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"reminder for medication\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"provider\"\n        }\n      ]\n    },\n    {\n      \"name\": \"daily alarm\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"alarm clock setting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"owner\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TV\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"television\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Appa\",\n          \"relation\": \"user\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 90927.0,
        "tokens_in": 0,
        "tokens_out": 0
      },
      {
        "model": "nemotron-3-nano",
        "model_display": "Nemotron 3 Nano 30B (Local)",
        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son of Amma\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"child_of\",\n          \"target\": \"Amma\"\n        },\n        {\n          \"type\": \"speaks_with\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"mother of Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"parent_of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"consults_doctor\",\n          \"target\": \"Dr. Lakshmi\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Appa\"\n        },\n        {\n          \"type\": \"speaks_with\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"profession\": \"doctor\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"consulted_by\",\n          \"target\": \"Amma\"\n        },\n        {\n          \"type\": \"associated_with\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Apollo Hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"unspecified city\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"appointment_at\",\n          \"target\": \"March 15\"\n        },\n        {\n          \"type\": \"visited_by\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"appointment_date\",\n          \"target\": \"Apollo Hospital\"\n        },\n        {\n          \"type\": \"scheduled_with\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TSH\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"measured_value\": \"6.5\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"test_result_of\",\n          \"target\": \"thyroid test results\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thyroxine 50mg tablet\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"dosage\": \"50mg\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"prescribed_for\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"BP\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"normal_reading\": \"120/80\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"measured_by\",\n          \"target\": \"Amma\"\n        },\n        {\n          \"type\": \"checked_by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relation\": \"father of Rajesh\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"parent_of\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"location_for\",\n          \"target\": \"daily morning walk\"\n        },\n        {\n          \"type\": \"visited_by\",\n          \"target\": \"Appa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"calendar\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"used_by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"marks_event\",\n          \"target\": \"March 15\"\n        }\n      ]\n    },\n    {\n      \"name\": \"phone\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"used_by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"called\",\n          \"target\": \"Appa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"alarm\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"set_for\",\n          \"target\": \"medicine reminders\"\n        },\n        {\n          \"type\": \"used_by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"TV\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"watched_by\",\n          \"target\": \"Appa\"\n        }\n      ]\n    },\n    {\n      \"name\": \"blood test\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"scheduled_for\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"related_to\",\n          \"target\": \"BP\"\n        }\n      ]\n    },\n    {\n      \"name\": \"thyroid test results\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"leads_to\",\n          \"target\": \"prescription\"\n        },\n        {\n          \"type\": \"involves\",\n          \"target\": \"TSH\"\n        }\n      ]\n    },\n    {\n      \"name\": \"prescription\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"issued_by\",\n          \"target\": \"doctor (unspecified)\"\n        },\n        {\n          \"type\": \"for\",\n          \"target\": \"Amma\"\n        }\n      ]\n    },\n    {\n      \"name\": \"daily morning walk\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"planned_by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"takes_place_at\",\n          \"target\": \"Lalbagh\"\n        }\n      ]\n    }\n  ]\n}",
        "latency_ms": 76138.0,
        "tokens_in": 488,
        "tokens_out": 5317
      },
      {
        "model": "qwen35-35b-a3b",
        "model_display": "Qwen3.5-35B-A3B Q4 (Local)",
        "transcript_id": "kannada_heavy_family",
        "transcript_title": "Amma's Health Checkup (Heavy Kannada)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Amma\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"patient\",\n        \"health_status\": \"Thyroid issue (TSH 6.5)\",\n        \"mood\": \"reassuring\"\n      },\n      \"relationships\": [\"Mother of Rajesh\", \"Patient of Dr. Lakshmi\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"son/caregiver\",\n        \"action\": \"setting up medical reminders\",\n        \"status\": \"proactive\"\n      },\n      \"relationships\": [\"Son of Amma\", \"Son of Appa\"]\n    },\n    {\n      \"name\": \"Dr. Lakshmi\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"doctor\",\n        \"specialty\": \"endocrinology/general practice\"\n      },\n      \"relationships\": [\"Treating physician for Amma\"]\n    },\n    {\n      \"name\": \"Appa\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"father\",\n        \"habit\": \"morning lazy\",\n        \"location\": \"living room\"\n      },\n      \"relationships\": [\"Father of Rajesh and Amma\", \"Spouse of Amma\"]\n    },\n    {\n      \"name\": \"Apollo hospital\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Bangalore (implied)\",\n        \"service\": \"medical consultation\"\n      },\n      \"relationships\": [\"Venue for Amma's upcoming appointment\"]\n    },\n    {\n      \"name\": \"March 15\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"medical appointment\",\n        \"context\": \"follow-up blood test\"\n      },\n      \"relationships\": [\"Scheduled date for Apollo hospital visit\"]\n    },\n    {\n      \"name\": \"Lalbagh\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"park\",\n        \"purpose\": \"morning walk location\"\n      },\n      \"relationships\": [\"Suggested walking spot for Appa and Amma\"]\n    },\n    {\n      \"name\": \"Thyroxine 50mg\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"dosage\": \"50mg\",\n        \"usage\": \"daily morning empty stomach\",\n        \"status\": \"prescribed\"\n      },\n      \"relationships\": [\"Medication prescribed by Dr. Lakshmi for Amma\"]\n    },\n    {\n      \"name\": \"TSH\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"value\": \"6.5\",\n        \"normal_range\": \"4.5\",\n        \"status\": \"slightly high\"\n      },\n      \"relationships\": [\"Key medical indicator for Amma's thyroid condition\"]\n    },\n    {\n      \"name\": \"BP\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"value\": \"120/80\",\n        \"status\": \"normal\"\n      },\n      \"relationships\": [\"Vital sign checked for Amma\"]\n    }\n  ]\n}\n```",
        "latency_ms": 13984.6,
        "tokens_in": 630,
        "tokens_out": 776
      }
    ]
  },
  "kannada_friend_gossip": {
    "title": "Friend Gossip at Chai Shop (Code-Mixed)",
    "models": [
      {
        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": " ```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Senior architect\",\n        \"relationship\": \"Promoted recently\",\n        \"description\": \"Received a promotion to Senior Architect\"\n      },\n      \"relationships\": {\n        \"promoted by\": \"Manager Sunitha\",\n        \"spouse of\": \"Sneha\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Discussing an AI idea\",\n        \"relationship\": \"Friend of Naveen\",\n        \"description\": \"Proposing an AI-based personal assistant system\"\n      },\n      \"relationships\": {\n        \"meeting with\": \"Naveen\",\n        \"proposing\": \"AI personal assistant\"\n      }\n    },\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend of Rajesh\",\n        \"relationship\": \"Discussing ideas\",\n        \"description\": \"Interested in Rajesh's AI idea\"\n      },\n      \"relationships\": {\n        \"meeting with\": \"Rajesh\",\n        \"knowing\": \"Rahul and Sunitha\"\n      }\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"relationship\": \"Favoritism towards Rahul\",\n        \"description\": \"Manager who promotes Rahul\"\n      },\n      \"relationships\": {\n        \"promoted\": \"Rahul\",\n        \"working with\": \"Rahul\"\n      }\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Entrepreneur\",\n        \"relationship\": \"Spouse of Rahul\",\n        \"description\": \"Started a startup\"\n      },\n      \"relationships\": {\n        \"spouse of\": \"Rahul\",\n        \"started\": \"Organic food delivery startup\"\n      }\n    },\n    {\n      \"name\": \"Organic food delivery startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"location\": \"Indiranagar\",\n        \"description\": \"Startup in organic food delivery\",\n        \"investment\": \"Thirty lakhs\"\n      },\n      \"relationships\": {\n        \"founded by\": \"Sneha\",\n        \"funded by\": \"Rahul's parents and loan\"\n      }\n    },\n    {\n      \"name\": \"AI personal assistant\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"AI system for personal use\",\n        \"features\": \"Remembers everything, privacy-first, data on own hardware\"\n      },\n      \"relationships\": {\n        \"proposed by\": \"Rajesh\",\n        \"discussed with\": \"Naveen\"\n      }\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Meeting place for Rajesh and Naveen\"\n      },\n      \"relationships\": {\n        \"meeting location\": \"Rajesh and Naveen\"\n      }\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Meeting time for Rajesh and Naveen\"\n      },\n      \"relationships\": {\n        \"for\": \"Meeting at Cubbon Park\"\n      }\n    },\n    {\n      \"name\": \"Filter coffee and idli\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Food ordered by Naveen\"\n      },\n      \"relationships\": {\n        \"ordered by\": \"Naveen\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 5832.8,
        "tokens_in": 523,
        "tokens_out": 827
      },
      {
        "model": "gemini-flash-lite",
        "model_display": "Gemini 2.5 Flash-Lite",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"speaks to\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Sunitha\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Sneha\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Guru\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"address\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"addressed by\",\n          \"target\": \"Naveen\"\n        },\n        {\n          \"type\": \"addressed by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Senior architect\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"promoted to\",\n          \"target\": \"Senior architect\"\n        },\n        {\n          \"type\": \"works at\",\n          \"target\": \"company\"\n        },\n        {\n          \"type\": \"favorite of\",\n          \"target\": \"Sunitha\"\n        },\n        {\n          \"type\": \"husband of\",\n          \"target\": \"Sneha\"\n        },\n        {\n          \"type\": \"mentioned by\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Senior architect\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"role for\",\n          \"target\": \"Rahul\"\n        }\n      ]\n    },\n    {\n      \"name\": \"company\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"employs\",\n          \"target\": \"Rahul\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"manager of\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"type\": \"mentioned by\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Performance review\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"involves\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"type\": \"involves\",\n          \"target\": \"Sunitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Office politics\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"commented on by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"wife of\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"type\": \"starting\",\n          \"target\": \"startup\"\n        },\n        {\n          \"type\": \"mentioned by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"organic food delivery\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"started by\",\n          \"target\": \"Sneha\"\n        },\n        {\n          \"type\": \"located in\",\n          \"target\": \"Indiranagar\"\n        },\n        {\n          \"type\": \"competitor to\",\n          \"target\": \"Swiggy Instamart\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Organic food delivery\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"business of\",\n          \"target\": \"Startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"location of\",\n          \"target\": \"Startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"competed by\",\n          \"target\": \"Startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Investment\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"discussed by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Thirty lakhs\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"currency\": \"INR\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"investment amount for\",\n          \"target\": \"Startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"helped with investment for\",\n          \"target\": \"Startup\"\n        },\n        {\n          \"type\": \"parents of\",\n          \"target\": \"Rahul\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Twenty\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"currency\": \"INR\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"investment contribution from\",\n          \"target\": \"Rahul's parents\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Loan\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"taken for\",\n          \"target\": \"Startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"AI\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"interest of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"concept for\",\n          \"target\": \"personal assistants\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Personal assistants\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"related to\",\n          \"target\": \"AI\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Second brain\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"analogy for\",\n          \"target\": \"AI system\"\n        }\n      ]\n    },\n    {\n      \"name\": \"AI system\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"remembers everything, organized and searchable\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"concept of\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"compared to\",\n          \"target\": \"second brain\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Scarlett Johansson movie\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"mentioned by\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"acted in\",\n          \"target\": \"Her\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Privacy-first\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"principle of\",\n          \"target\": \"AI system\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Hardware\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"stores data on\",\n          \"target\": \"AI system\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Weekend\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"proposed meeting time\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"afternoon\",\n        \"specific_time\": \"3 PM\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"proposed meeting day\",\n          \"target\": \"Naveen\"\n        },\n        {\n          \"type\": \"agreed meeting time\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"proposed meeting location\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Laptop\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be brought by\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Prototype\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be shown by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Chai\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be ordered by\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"available with\",\n          \"target\": \"Idli\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Idli\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"served with\",\n          \"target\": \"Filter coffee\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"speaks to\",\n          \"target\": \"Naveen\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Sneha\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"AI\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"personal assistants\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"AI system\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Her\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Saturday\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"Cubbon Park\"\n        },\n        {\n          \"type\": \"mentions\",\n          \"target\": \"prototype\"\n        }\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 6535.8,
        "tokens_in": 514,
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      },
      {
        "model": "claude-haiku",
        "model_display": "Claude Haiku 4.5",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversationalist\",\n        \"language\": \"Kannada-English bilingual\"\n      },\n      \"relationships\": [\n        \"conversing with Rajesh\",\n        \"knows about Rahul's promotion\",\n        \"knows about Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversationalist, tech entrepreneur\",\n        \"interests\": [\"AI\", \"personal assistants\"]\n      },\n      \"relationships\": [\n        \"conversing with Naveen\",\n        \"planning meeting with Naveen\",\n        \"developing AI prototype\"\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"company employee\",\n        \"position\": \"Senior Architect\",\n        \"tenure\": \"2 years\",\n        \"performance\": \"top ratings\",\n        \"spouse\": \"Sneha\"\n      },\n      \"relationships\": [\n        \"promoted by Manager Sunitha\",\n        \"works at unnamed company\",\n        \"married to Sneha\",\n        \"received financial help from parents\"\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"relationship_to_Rahul\": \"manager, appears to favor him\"\n      },\n      \"relationships\": [\n        \"manages Rahul\",\n        \"conducts performance reviews\",\n        \"promoted Rahul to Senior Architect\"\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"entrepreneur\",\n        \"spouse\": \"Rahul\",\n        \"employment_status\": \"quit job last month\"\n      },\n      \"relationships\": [\n        \"married to Rahul\",\n        \"founded organic food delivery startup\",\n        \"received 20 lakhs from Rahul's parents\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"relationship\": \"parents of Rahul\",\n        \"financial_contribution\": \"20 lakhs\"\n      },\n      \"relationships\": [\n        \"invested in Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Organic food delivery startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"founder\": \"Sneha\",\n        \"location\": \"Indiranagar\",\n        \"business_type\": \"food delivery\",\n        \"total_investment\": \"30 lakhs\",\n        \"funding_breakdown\": \"20 lakhs from Rahul's parents, 10 lakhs loan\"\n      },\n      \"relationships\": [\n        \"competes with Swiggy Instamart\",\n        \"founded by Sneha and Rahul\"\n      ]\n    },\n    {\n      \"name\": \"AI personal assistant system\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"developer\": \"Rajesh\",\n        \"features\": [\"remembers conversations\", \"stores meetings\", \"health data integration\", \"searchable\", \"privacy-first\"],\n        \"status\": \"prototype stage\",\n        \"architecture\": \"data stays on user hardware\"\n      },\n      \"relationships\": [\n        \"created by Rajesh\",\n        \"discussed with Naveen\",\n        \"inspired by movie Her\"\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"business_type\": \"food delivery\"\n      },\n      \"relationships\": [\n        \"competitor to Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"movie\",\n        \"actor\": \"Scarlett Johansson\"\n      },\n      \"relationships\": [\n        \"referenced as inspiration for AI personal assistant concept\"\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"public park\",\n        \"location\": \"Bangalore area\"\n      },\n      \"relationships\": [\n        \"planned meeting location for Naveen and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Saturday meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"date\": \"Saturday\",\n        \"time\": \"3 PM\",\n        \"location\": \"Cubbon Park\",\n        \"participants\": [\"Naveen\", \"Rajesh\"],\n        \"purpose\": \"discuss AI personal assistant pitch and see prototype\"\n      },\n      \"relationships\": [\n        \"planned by Naveen and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"location\",\n        \"city\": \"Bangalore area\"\n      },\n      \"relationships\": [\n        \"location of Sneha's startup\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 7972.1,
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      },
      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Speaker\",\n        \"description\": \"Friend and colleague of Rajesh and Rahul\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"friend\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"relation\": \"colleague\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"relation\": \"colleague\",\n          \"target\": \"Sunitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Speaker\",\n        \"description\": \"Interested in AI, developing a personal assistant prototype\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"friend\",\n          \"target\": \"Naveen\"\n        },\n        {\n          \"relation\": \"colleague\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"relation\": \"developer_of\",\n          \"target\": \"AI Personal Assistant Prototype\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Senior Architect\",\n        \"description\": \"Recently promoted after two years at the company\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"husband\",\n          \"target\": \"Sneha\"\n        },\n        {\n          \"relation\": \"subordinate\",\n          \"target\": \"Sunitha\"\n        },\n        {\n          \"relation\": \"son\",\n          \"target\": \"Rahul's parents\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"description\": \"Manager who gives Rahul top performance ratings\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"manager_of\",\n          \"target\": \"Rahul\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Entrepreneur\",\n        \"description\": \"Starting an organic food delivery startup in Indiranagar\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"wife\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"relation\": \"founder_of\",\n          \"target\": \"Organic Food Delivery Startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"Provided twenty lakhs investment for Sneha's startup\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"parents_of\",\n          \"target\": \"Rahul\"\n        },\n        {\n          \"relation\": \"investors_in\",\n          \"target\": \"Organic Food Delivery Startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Actress\",\n        \"description\": \"Star of the movie 'Her'\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"acted_in\",\n          \"target\": \"Her (Movie)\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Location for the new organic food delivery startup\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Meeting location for Naveen and Rajesh\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Organic Food Delivery Startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"A new business with 30 lakhs investment\",\n        \"sector\": \"Organic food delivery\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"competitor\",\n          \"target\": \"Swiggy Instamart\"\n        },\n        {\n          \"relation\": \"located_in\",\n          \"target\": \"Indiranagar\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Established delivery service\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Promotion\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Rahul's advancement to Senior Architect\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"recipient\",\n          \"target\": \"Rahul\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Scheduled time for Naveen and Rajesh to meet\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"location\",\n          \"target\": \"Cubbon Park\"\n        }\n      ]\n    },\n    {\n      \"name\": \"AI for Personal Assistants\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"A 'second brain' system that remembers everything, privacy-first\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"discussed_by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"relation\": \"discussed_by\",\n          \"target\": \"Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Her (Movie)\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A movie about an AI system\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"similar_to\",\n          \"target\": \"AI for Personal Assistants\"\n        }\n      ]\n    },\n    {\n      \"name\": \"AI Personal Assistant Prototype\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A system that organizes conversations, meetings, and health data\"\n      },\n      \"relationships\": [\n        {\n          \"relation\": \"created_by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Filter Coffee and Idli\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Food and drink items ordered by Naveen\"\n      },\n      \"relationships\": []\n    }\n  ]\n}\n```",
        "latency_ms": 15892.8,
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      },
      {
        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"speaker\"\n      },\n      \"relationships\": [\n        { \"type\": \"friend_of\", \"target\": \"Rajesh\" },\n        { \"type\": \"discusses\", \"target\": \"Rahul\" },\n        { \"type\": \"discusses\", \"target\": \"Sneha\" },\n        { \"type\": \"discusses\", \"target\": \"Rajesh's AI System\" },\n        { \"type\": \"proposes_meeting_with\", \"target\": \"Rajesh\" }\n      ]\n    },\n    {\n      \"",
        "latency_ms": 16277.2,
        "tokens_in": 514,
        "tokens_out": 164
      },
      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversation participant\",\n        \"language\": \"Kannada/English mix\",\n        \"interests\": \"business ideas, AI\"\n      },\n      \"relationships\": [\n        \"friend of Rajesh\",\n        \"knows Rahul\",\n        \"meeting Rajesh on Saturday at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversation participant\",\n        \"interests\": \"AI, personal assistant systems\",\n        \"working_on\": \"AI prototype for personal assistant\"\n      },\n      \"relationships\": [\n        \"friend of Naveen\",\n        \"knows Rahul\",\n        \"meeting Naveen on Saturday at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"employee, recently promoted\",\n        \"title\": \"Senior Architect\",\n        \"tenure\": \"barely two years at company\",\n        \"performance\": \"always top rating in performance reviews\",\n        \"relationship_status\": \"married to Sneha\"\n      },\n      \"relationships\": [\n        \"known by Naveen and Rajesh\",\n        \"favorite of manager Sunitha\",\n        \"married to Sneha\",\n        \"parents helped with startup investment\"\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\",\n        \"behavior\": \"gives Rahul top ratings in performance reviews\",\n        \"favoritism\": \"Rahul is her favorite\"\n      },\n      \"relationships\": [\n        \"manager of Rahul\",\n        \"works at same company as Rahul\"\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"entrepreneur, startup founder\",\n        \"previous_status\": \"employed, quit last month\",\n        \"venture\": \"organic food delivery startup in Indiranagar\",\n        \"relationship_status\": \"married to Rahul\"\n      },\n      \"relationships\": [\n        \"wife of Rahul\",\n        \"co-invested with Rahul and his parents\",\n        \"competitor to Swiggy Instamart\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's Parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"contribution\": \"twenty lakhs toward startup investment\"\n      },\n      \"relationships\": [\n        \"parents of Rahul\",\n        \"investors in Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Organic Food Delivery Startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"startup\",\n        \"category\": \"organic food delivery\",\n        \"location\": \"Indiranagar\",\n        \"founded\": \"recently (last month)\",\n        \"total_investment\": \"thirty lakhs\",\n        \"investment_breakdown\": \"twenty lakhs from Rahul's parents, rest from loan\",\n        \"competitor\": \"Swiggy Instamart\"\n      },\n      \"relationships\": [\n        \"founded by Sneha\",\n        \"competes with Swiggy Instamart\",\n        \"located in Indiranagar\"\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"food/grocery delivery service\",\n        \"role\": \"competitor to Sneha's startup\"\n      },\n      \"relationships\": [\n        \"competitor to Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"AI Personal Assistant System\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"system that remembers everything \u2014 a second brain\",\n        \"features\": \"stores conversations, meetings, health data; organized and searchable\",\n        \"privacy_model\": \"privacy-first, all data stays on own hardware\",\n        \"status\": \"prototype exists\",\n        \"inspired_by\": \"movie 'Her'\"\n      },\n      \"relationships\": [\n        \"being developed by Rajesh\",\n        \"to be pitched to Naveen on Saturday\",\n        \"inspired by the movie Her\"\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"movie/film\",\n        \"notable_cast\": \"Scarlett Johansson\",\n        \"relevance\": \"referenced as inspiration for AI personal assistant idea\"\n      },\n      \"relationships\": [\n        \"referenced by Naveen in context of Rajesh's AI idea\",\n        \"stars Scarlett Johansson\"\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"actress\",\n        \"known_for\": \"movie Her\"\n      },\n      \"relationships\": [\n        \"starred in the movie Her\"\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"neighborhood/area\",\n        \"city\": \"Bangalore, India\"\n      },\n      \"relationships\": [\n        \"location of Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"type\": \"park\",\n        \"city\": \"Bangalore, India\",\n        \"planned_meeting\": \"Saturday afternoon, 3 PM\"\n      },\n      \"relationships\": [\n        \"meeting location for Naveen and Rajesh on Saturday\"\n      ]\n    },\n    {\n      \"name\": \"Saturday Meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"date\": \"Saturday\",\n        \"time\": \"3 PM\",\n        \"location\": \"Cubbon Park\",\n        \"agenda\": \"Rajesh to pitch AI personal assistant prototype to Naveen\",\n        \"requirements\": \"Naveen to bring laptop\"\n      },\n      \"relationships\": [\n        \"planned by Naveen and Rajesh\",\n        \"held at Cubbon Park\",\n        \"involves AI personal assistant prototype\"\n      ]\n    },\n    {\n      \"name\": \"Promotion\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"recipient\": \"Rahul\",\n        \"new_title\": \"Senior Architect\",\n        \"timeline\": \"recent\"\n      },\n      \"relationships\": [\n        \"received by Rahul\",\n        \"influenced by manager Sunitha's ratings\"\n      ]\n    },\n    {\n      \"name\": \"Thirty Lakhs Investment\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"amount\": \"thirty lakhs (INR)\",\n        \"breakdown\": \"twenty lakhs from Rahul's parents, remainder from loan\",\n        \"purpose\": \"funding Sneha's organic food delivery startup\"\n      },\n      \"relationships\": [\n        \"invested in Sneha's startup\",\n        \"partially sourced from Rahul's parents\",\n        \"partially sourced from a bank/loan\"\n      ]\n    },\n    {\n      \"name\": \"Performance Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"context\": \"company performance evaluation\",\n        \"outcome_for_rahul\": \"always top rating\",\n        \"influenced_by\": \"manager Sunitha\"\n      },\n      \"relationships\": [\n        \"conducted at Rahul's company\",\n        \"managed by Sunitha\",\n        \"benefits Rahul\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 23357.2,
        "tokens_in": 586,
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      },
      {
        "model": "claude-opus",
        "model_display": "Claude Opus 4.6",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Participant in conversation\",\n        \"description\": \"Friend of Rajesh, discusses office news, business ideas, and has interest in AI\"\n      },\n      \"relationships\": [\n        \"Friend/colleague of Rajesh\",\n        \"Knows Rahul and Sneha\",\n        \"Planning to meet Rajesh at Cubbon Park on Saturday\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Participant in conversation\",\n        \"description\": \"Friend of Naveen, has an AI personal assistant idea with a working prototype\",\n        \"alias\": \"Guru (addressed by Naveen)\"\n      },\n      \"relationships\": [\n        \"Friend/colleague of Naveen\",\n        \"Knows Rahul and Sneha\",\n        \"Developer of an AI personal assistant prototype\",\n        \"Planning to meet Naveen at Cubbon Park on Saturday\"\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Recently promoted employee\",\n        \"title\": \"Senior Architect\",\n        \"tenure\": \"Barely two years at the company\",\n        \"description\": \"Received a fast promotion, reportedly favored by manager Sunitha\"\n      },\n      \"relationships\": [\n        \"Husband of Sneha\",\n        \"Reports to / managed by Sunitha\",\n        \"Son of Rahul's parents (who helped with investment)\",\n        \"Known by both Naveen and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"description\": \"Rahul's manager who reportedly favors him and gives him top ratings in performance reviews\"\n      },\n      \"relationships\": [\n        \"Manager of Rahul\",\n        \"Gives Rahul top performance review ratings\"\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Entrepreneur\",\n        \"description\": \"Rahul's wife, quit her job last month to start an organic food delivery startup in Indiranagar\"\n      },\n      \"relationships\": [\n        \"Wife of Rahul\",\n        \"Founder of organic food delivery startup in Indiranagar\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"Parents of Rahul who contributed twenty lakhs towards Sneha's startup investment\"\n      },\n      \"relationships\": [\n        \"Parents of Rahul\",\n        \"In-laws of Sneha\",\n        \"Financial contributors to Sneha's startup (20 lakhs)\"\n      ]\n    },\n    {\n      \"name\": \"Sneha's Organic Food Delivery Startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"industry\": \"Organic food delivery\",\n        \"location\": \"Indiranagar\",\n        \"total_investment\": \"30 lakhs\",\n        \"funding_sources\": \"20 lakhs from Rahul's parents, 10 lakhs via loan\",\n        \"status\": \"Recently started\",\n        \"description\": \"Positioned as competition to Swiggy Instamart\"\n      },\n      \"relationships\": [\n        \"Founded by Sneha\",\n        \"Located in Indiranagar\",\n        \"Competes with Swiggy Instamart\"\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Neighborhood in Bangalore where Sneha's startup operates\"\n      },\n      \"relationships\": [\n        \"Location of Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Instant delivery service by Swiggy, referenced as a competitor to Sneha's startup\"\n      },\n      \"relationships\": [\n        \"Competitor to Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"AI Personal Assistant Idea\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"A privacy-first AI system that acts as a 'second brain' \u2014 remembers conversations, meetings, health data, all organized and searchable\",\n        \"key_feature\": \"Privacy-first, all data stays on user's own hardware\",\n        \"status\": \"Prototype exists\",\n        \"inspiration\": \"Compared to the movie 'Her'\"\n      },\n      \"relationships\": [\n        \"Conceived by Rajesh\",\n        \"To be discussed with Naveen at Cubbon Park meeting\",\n        \"Inspired comparison to the movie Her\"\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Movie\",\n        \"description\": \"Film referenced by Naveen as similar in concept to Rajesh's AI idea\",\n        \"notable_cast\": \"Scarlett Johansson\"\n      },\n      \"relationships\": [\n        \"Referenced as conceptual comparison to Rajesh's AI personal assistant idea\",\n        \"Features Scarlett Johansson\"\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Actress\",\n        \"description\": \"Referenced as starring in the movie 'Her'\"\n      },\n      \"relationships\": [\n        \"Actress in the movie Her\"\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Park in Bangalore, chosen as the meeting location for Saturday\"\n      },\n      \"relationships\": [\n        \"Planned meeting location for Naveen and Rajesh on Saturday\"\n      ]\n    },\n    {\n      \"name\": \"Saturday Meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"date\": \"Coming Saturday\",\n        \"time\": \"3 PM\",\n        \"location\": \"Cubbon Park\",\n        \"purpose\": \"Discuss Rajesh's AI personal assistant idea and see the prototype\",\n        \"notes\": \"Naveen asked to bring his laptop\"\n      },\n      \"relationships\": [\n        \"Attendees: Naveen and Rajesh\",\n        \"Takes place at Cubbon Park\",\n        \"Purpose: Demo of AI personal assistant prototype\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's Promotion\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Rahul promoted to Senior Architect\",\n        \"timing\": \"Recent\",\n        \"context\": \"Considered fast given his ~2-year tenure; attributed partly to favoritism by manager Sunitha\"\n      },\n      \"relationships\": [\n        \"Rahul received the promotion\",\n        \"Sunitha facilitated via favorable performance reviews\"\n      ]\n    },\n    {\n      \"name\": \"Performance Review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Regular performance evaluation process at Rahul's company where Sunitha consistently gives Rahul top ratings\"\n      },\n      \"relationships\": [\n        \"Conducted by Sunitha for Rahul\",\n        \"Contributed to Rahul's promotion\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 26438.3,
        "tokens_in": 586,
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      },
      {
        "model": "gemini-3-pro",
        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Speaker\",\n        \"Friend of Rajesh\"\n      ],\n      \"relationships\": [\n        \"Discussing Rahul and AI with Rajesh\",\n        \"Meeting Rajesh at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Speaker\",\n        \"Interested in AI\",\n        \"Developing a prototype\"\n      ],\n      \"relationships\": [\n        \"Friend of Naveen\",\n        \"Pitching AI idea to Naveen\"\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Senior Architect\",\n        \"Promoted recently\",\n        \"2 years tenure at company\"\n      ],\n      \"relationships\": [\n        \"Husband of Sneha\",\n        \"Subordinate/Favorite of Sunitha\",\n        \"Son of Rahul's Parents\"\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Manager\"\n      ],\n      \"relationships\": [\n        \"Manager of Rahul\",\n        \"Gives top ratings to Rahul\"\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Entrepreneur\",\n        \"Quit job last month\"\n      ],\n      \"relationships\": [\n        \"Wife of Rahul\",\n        \"Founder of organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's Parents\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Investors\"\n      ],\n      \"relationships\": [\n        \"Parents of Rahul\",\n        \"Provided 20 lakhs for Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Actress\"\n      ],\n      \"relationships\": [\n        \"Starred in the movie 'Her'\"\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Neighborhood in Bangalore\"\n      ],\n      \"relationships\": [\n        \"Location of Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Public park\"\n      ],\n      \"relationships\": [\n        \"Meeting location for Naveen and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Delivery service\"\n      ],\n      \"relationships\": [\n        \"Competitor to Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Sneha's Startup\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Organic food delivery\",\n        \"New business\"\n      ],\n      \"relationships\": [\n        \"Founded by Sneha\",\n        \"Funded by Rahul's parents and a loan\"\n      ]\n    },\n    {\n      \"name\": \"Promotion\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Career milestone\"\n      ],\n      \"relationships\": [\n        \"Happened to Rahul\"\n      ]\n    },\n    {\n      \"name\": \"Performance Review\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Corporate evaluation\"\n      ],\n      \"relationships\": [\n        \"Where Sunitha rates Rahul highly\"\n      ]\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Weekend afternoon\"\n      ],\n      \"relationships\": [\n        \"Time of meeting between Naveen and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Last month\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Timeframe\"\n      ],\n      \"relationships\": [\n        \"When Sneha quit her job\"\n      ]\n    },\n    {\n      \"name\": \"Office Politics\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Workplace dynamic\"\n      ],\n      \"relationships\": [\n        \"Reason for Rahul's promotion according to Naveen\"\n      ]\n    },\n    {\n      \"name\": \"AI Personal Assistant\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Rajesh's idea\",\n        \"Privacy-first\",\n        \"Second brain concept\"\n      ],\n      \"relationships\": [\n        \"Compared to the movie 'Her'\",\n        \"Discussed by Rajesh and Naveen\"\n      ]\n    },\n    {\n      \"name\": \"Investment\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Financial funding\",\n        \"Total 30 lakhs\"\n      ],\n      \"relationships\": [\n        \"Related to Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Movie\"\n      ],\n      \"relationships\": [\n        \"Starring Scarlett Johansson\",\n        \"Similar concept to Rajesh's AI idea\"\n      ]\n    },\n    {\n      \"name\": \"Laptop\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Hardware\"\n      ],\n      \"relationships\": [\n        \"Needed to show the prototype\"\n      ]\n    },\n    {\n      \"name\": \"Prototype\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Software demo\"\n      ],\n      \"relationships\": [\n        \"Built by Rajesh\",\n        \"To be shown at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Filter Coffee\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Beverage\",\n        \"Hot\"\n      ],\n      \"relationships\": [\n        \"Available at current location\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 27436.6,
        "tokens_in": 514,
        "tokens_out": 1472
      },
      {
        "model": "gemini-pro",
        "model_display": "Gemini 2.5 Pro",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"speaker\",\n        \"relationship\": \"friend of Rajesh\"\n      },\n      \"relationships\": {\n        \"is a friend of\": \"Rajesh\",\n        \"discusses\": [\"Rahul\", \"Sneha's Startup\", \"AI for personal assistants\"],\n        \"plans to meet at\": \"Cubbon Park\",\n        \"is interested in\": \"Rajesh's AI Prototype\"\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"speaker\",\n        \"relationship\": \"friend of Naveen\",\n        \"interest\": \"AI\"\n      },\n      \"relationships\": {\n        \"is a friend of\": \"Naveen\",\n        \"has an idea for\": \"AI for personal assistants\",\n        \"will show a\": \"Prototype\",\n        \"plans to meet at\": \"Cubbon Park\"\n      }\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Senior architect\",\n        \"relationship\": \"colleague, husband of Sneha\"\n      },\n      \"relationships\": {\n        \"works at\": \"Company\",\n        \"is managed by\": \"Sunitha\",\n        \"is married to\": \"Sneha\",\n        \"received a\": \"Promotion\",\n        \"parents are\": \"Rahul's parents\"\n      }\n    },\n    {\n      \"name\": \"Promotion\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Rahul's promotion to Senior architect\",\n        \"context\": \"Happened recently, considered fast\"\n      },\n      \"relationships\": {\n        \"recipient\": \"Rahul\"\n      }\n    },\n    {\n      \"name\": \"Company\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"The unnamed company where Rahul works\"\n      },\n      \"relationships\": {\n        \"employs\": [\"Rahul\", \"Sunitha\"]\n      }\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"description\": \"Favors Rahul and gives him top ratings in performance reviews\"\n      },\n      \"relationships\": {\n        \"manages\": \"Rahul\",\n        \"works at\": \"Company\"\n      }\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Startup founder\",\n        \"relationship\": \"wife of Rahul\"\n      },\n      \"relationships\": {\n        \"is married to\": \"Rahul\",\n        \"is starting\": \"Sneha's Startup\"\n      }\n    },\n    {\n      \"name\": \"Sneha's Startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"An organic food delivery startup\",\n        \"location\": \"Indiranagar\",\n        \"investment\": \"Thirty lakhs\"\n      },\n      \"relationships\": {\n        \"founded by\": \"Sneha\",\n        \"competes with\": \"Swiggy Instamart\",\n        \"funded by\": [\"Rahul's parents\", \"Loan\"]\n      }\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Location for Sneha's startup\"\n      },\n      \"relationships\": {\n        \"is the location of\": \"Sneha's Startup\"\n      }\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"competitor\"\n      },\n      \"relationships\": {\n        \"is a competitor to\": \"Sneha's Startup\"\n      }\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"investor\",\n        \"relationship\": \"parents of Rahul\"\n      },\n      \"relationships\": {\n        \"are parents of\": \"Rahul\",\n        \"invested in\": \"Sneha's Startup\"\n      }\n    },\n    {\n      \"name\": \"AI for personal assistants\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's idea for a system that acts as a 'second brain', organizing and searching all personal data.\",\n        \"characteristic\": \"privacy-first, data on own hardware\"\n      },\n      \"relationships\": {\n        \"is an idea of\": \"Rajesh\",\n        \"is compared to\": \"Her (movie)\"\n      }\n    },\n    {\n      \"name\": \"Her (movie)\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"movie\",\n        \"description\": \"A movie mentioned by Naveen as a comparison to Rajesh's AI idea\"\n      },\n      \"relationships\": {\n        \"stars\": \"Scarlett Johansson\",\n        \"is a comparison for\": \"AI for personal assistants\"\n      }\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"actress\"\n      },\n      \"relationships\": {\n        \"starred in\": \"Her (movie)\"\n      }\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Proposed meeting location\"\n      },\n      \"relationships\": {\n        \"is the meeting location for\": [\"Naveen\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"The scheduled time for Naveen and Rajesh's meeting\"\n      },\n      \"relationships\": {\n        \"is the meeting time for\": [\"Naveen\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Prototype\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"A working model of Rajesh's AI personal assistant idea\"\n      },\n      \"relationships\": {\n        \"belongs to\": \"Rajesh\",\n        \"will be shown to\": \"Naveen\"\n      }\n    }\n  ]\n}\n```",
        "latency_ms": 28344.2,
        "tokens_in": 514,
        "tokens_out": 1521
      },
      {
        "model": "gemini-3.1-pro",
        "model_display": "Gemini 3.1 Pro (Preview)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Speaker\",\n        \"Friend of Rajesh\"\n      ],\n      \"relationships\": [\n        \"Meeting Rajesh at Cubbon Park on Saturday\",\n        \"Knows Rahul and Sunitha\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Speaker\",\n        \"Friend of Naveen\",\n        \"Interested in AI\",\n        \"Developer/Creator\"\n      ],\n      \"relationships\": [\n        \"Meeting Naveen at Cubbon Park on Saturday\",\n        \"Building an AI personal assistant prototype\"\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Senior architect\",\n        \"Recently promoted\",\n        \"Joined the company barely two years ago\"\n      ],\n      \"relationships\": [\n        \"Husband of Sneha\",\n        \"Managed by Sunitha\",\n        \"Son of Rahul's parents\"\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Manager\"\n      ],\n      \"relationships\": [\n        \"Manager of Rahul\",\n        \"Favors Rahul and gives him top ratings\"\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Entrepreneur\",\n        \"Former employee (quit last month)\"\n      ],\n      \"relationships\": [\n        \"Wife of Rahul\",\n        \"Founder of an organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Investors\"\n      ],\n      \"relationships\": [\n        \"Parents of Rahul\",\n        \"Invested 20 lakhs in Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Actress\"\n      ],\n      \"relationships\": [\n        \"Starred in the movie 'Her'\"\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Neighborhood\"\n      ],\n      \"relationships\": [\n        \"Location of Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": [\n        \"Park\"\n      ],\n      \"relationships\": [\n        \"Meeting location for Naveen and Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Delivery service\"\n      ],\n      \"relationships\": [\n        \"Competitor to Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Organic food delivery startup\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Startup\",\n        \"Has 30 lakhs total investment\"\n      ],\n      \"relationships\": [\n        \"Founded by Sneha\",\n        \"Located in Indiranagar\",\n        \"Competes with Swiggy Instamart\",\n        \"Funded by Rahul's parents and a bank loan\"\n      ]\n    },\n    {\n      \"name\": \"Performance review\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Corporate evaluation\"\n      ],\n      \"relationships\": [\n        \"Where Sunitha gives Rahul top ratings\"\n      ]\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Weekend afternoon\"\n      ],\n      \"relationships\": [\n        \"Scheduled time for Naveen and Rajesh's meeting\"\n      ]\n    },\n    {\n      \"name\": \"Last month\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Past time period\"\n      ],\n      \"relationships\": [\n        \"When Sneha quit her job\"\n      ]\n    },\n    {\n      \"name\": \"AI personal assistant\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Second brain\",\n        \"Organizes conversations, meetings, health data\",\n        \"Privacy-first\",\n        \"Runs on local hardware\"\n      ],\n      \"relationships\": [\n        \"Idea being developed by Rajesh\",\n        \"Compared to the movie 'Her'\"\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Movie\"\n      ],\n      \"relationships\": [\n        \"Stars Scarlett Johansson\",\n        \"Compared to Rajesh's AI personal assistant idea\"\n      ]\n    },\n    {\n      \"name\": \"Prototype\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Software/System model\"\n      ],\n      \"relationships\": [\n        \"Built by Rajesh\",\n        \"Will be demonstrated to Naveen\"\n      ]\n    },\n    {\n      \"name\": \"Laptop\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Computer\"\n      ],\n      \"relationships\": [\n        \"Rajesh asks Naveen to bring it to their meeting\"\n      ]\n    },\n    {\n      \"name\": \"Chai / Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Hot beverage\"\n      ],\n      \"relationships\": [\n        \"Ordered by Naveen at the end of the conversation\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 32056.1,
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      },
      {
        "model": "ministral-14b",
        "model_display": "Ministral 3 14B (Local)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversation participant\",\n        \"description\": \"Speaker in the dialogue, discussing promotions and personal updates\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"colleague\",\n          \"description\": \"Discusses Rahul's promotion\"\n        },\n        {\n          \"entity\": \"Sunitha\",\n          \"type\": \"manager\",\n          \"description\": \"Mentions Sunitha as Rahul's manager\"\n        },\n        {\n          \"entity\": \"Sneha\",\n          \"type\": \"family\",\n          \"description\": \"Mentions Sneha as Rahul's wife\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"friend/colleague\",\n          \"description\": \"Engages in conversation with Rajesh\"\n        },\n        {\n          \"entity\": \"Cubbon Park\",\n          \"type\": \"place\",\n          \"description\": \"Proposed meeting location\"\n        },\n        {\n          \"entity\": \"AI\",\n          \"type\": \"topic\",\n          \"description\": \"Discusses AI for personal assistants\"\n        },\n        {\n          \"entity\": \"Her (movie)\",\n          \"type\": \"event\",\n          \"description\": \"References the movie *Her*\"\n        },\n        {\n          \"entity\": \"Scarlett Johansson\",\n          \"type\": \"person\",\n          \"description\": \"Actor associated with the movie *Her*\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"object\",\n          \"description\": \"Food/drink order for meeting\"\n        },\n        {\n          \"entity\": \"idli\",\n          \"type\": \"object\",\n          \"description\": \"Food/drink order for meeting\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"senior architect\",\n        \"description\": \"Received a promotion in the company\",\n        \"tenure\": \"joined company barely two years ago\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"colleague\",\n          \"description\": \"Naveen discusses Rahul's promotion\"\n        },\n        {\n          \"entity\": \"Sunitha\",\n          \"type\": \"manager\",\n          \"description\": \"Sunitha is Rahul's manager\"\n        },\n        {\n          \"entity\": \"Sneha\",\n          \"type\": \"spouse\",\n          \"description\": \"Rahul's wife\"\n        },\n        {\n          \"entity\": \"Rahul's parents\",\n          \"type\": \"family\",\n          \"description\": \"Helped fund Sneha's startup\"\n        },\n        {\n          \"entity\": \"company\",\n          \"type\": \"organization\",\n          \"description\": \"Works at the company where he got promoted\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\",\n        \"description\": \"Rahul's manager, known for favoring Rahul\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"manager\",\n          \"description\": \"Manages Rahul\"\n        },\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"discussed\",\n          \"description\": \"Mentioned by Naveen in context of Rahul's promotion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"entrepreneur\",\n        \"description\": \"Rahul's wife, started an organic food delivery startup\",\n        \"action\": \"quit her job last month\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"spouse\",\n          \"description\": \"Married to Rahul\"\n        },\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"organization\",\n          \"description\": \"Founder of the startup\"\n        },\n        {\n          \"entity\": \"Indiranagar\",\n          \"type\": \"place\",\n          \"description\": \"Startup operates in Indiranagar\"\n        },\n        {\n          \"entity\": \"Swiggy Instamart\",\n          \"type\": \"organization\",\n          \"description\": \"Competitor of Sneha's startup\"\n        },\n        {\n          \"entity\": \"Rahul's parents\",\n          \"type\": \"family\",\n          \"description\": \"Parents helped fund the startup\"\n        },\n        {\n          \"entity\": \"loan\",\n          \"type\": \"object\",\n          \"description\": \"Took a loan for the remaining investment\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"conversation participant\",\n        \"description\": \"Discusses AI and proposes a meeting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"friend/colleague\",\n          \"description\": \"Engages in conversation with Naveen\"\n        },\n        {\n          \"entity\": \"AI\",\n          \"type\": \"topic\",\n          \"description\": \"Proposes discussing AI for personal assistants\"\n        },\n        {\n          \"entity\": \"Cubbon Park\",\n          \"type\": \"place\",\n          \"description\": \"Proposed meeting location\"\n        },\n        {\n          \"entity\": \"prototype\",\n          \"type\": \"object\",\n          \"description\": \"Will show the AI prototype during the meeting\"\n        },\n        {\n          \"entity\": \"laptop\",\n          \"type\": \"object\",\n          \"description\": \"Asks Naveen to bring a laptop\"\n        }\n      ]\n    },\n    {\n      \"name\": \"company\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Organization where Rahul works and got promoted\",\n        \"tenure\": \"Rahul joined barely two years ago\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"employer\",\n          \"description\": \"Rahul works here\"\n        },\n        {\n          \"entity\": \"promotion\",\n          \"type\": \"event\",\n          \"description\": \"Rahul received a promotion\"\n        },\n        {\n          \"entity\": \"Sunitha\",\n          \"type\": \"employer\",\n          \"description\": \"Sunitha works here as Rahul's manager\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"family\",\n        \"description\": \"Helped fund Sneha's startup with twenty lakhs\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Sneha\",\n          \"type\": \"family\",\n          \"description\": \"Helped fund Sneha's startup\"\n        },\n        {\n          \"entity\": \"loan\",\n          \"type\": \"financial\",\n          \"description\": \"Helped take a loan for the remaining investment\"\n        }\n      ]\n    },\n    {\n      \"name\": \"organic food delivery startup\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Startup founded by Sneha in Indiranagar\",\n        \"industry\": \"organic food delivery\",\n        \"investment\": \"thirty lakhs\",\n        \"competitor\": \"Swiggy Instamart\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Sneha\",\n          \"type\": \"founder\",\n          \"description\": \"Sneha started this startup\"\n        },\n        {\n          \"entity\": \"Indiranagar\",\n          \"type\": \"location\",\n          \"description\": \"Operates in Indiranagar\"\n        },\n        {\n          \"entity\": \"Swiggy Instamart\",\n          \"type\": \"competitor\",\n          \"description\": \"Competes with Swiggy Instamart\"\n        },\n        {\n          \"entity\": \"Rahul's parents\",\n          \"type\": \"financial\",\n          \"description\": \"Parents helped fund the startup\"\n        },\n        {\n          \"entity\": \"loan\",\n          \"type\": \"financial\",\n          \"description\": \"Took a loan for the remaining investment\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Location for Sneha's organic food delivery startup\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"location\",\n          \"description\": \"Startup operates here\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Competitor of Sneha's organic food delivery startup\",\n        \"industry\": \"food delivery\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"competitor\",\n          \"description\": \"Competes with Sneha's startup\"\n        }\n      ]\n    },\n    {\n      \"name\": \"promotion\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Rahul received a promotion to senior architect\",\n        \"timing\": \"recent\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"recipient\",\n          \"description\": \"Rahul got promoted\"\n        },\n        {\n          \"entity\": \"company\",\n          \"type\": \"organization\",\n          \"description\": \"Promotion within the company\"\n        },\n        {\n          \"entity\": \"Sunitha\",\n          \"type\": \"manager\",\n          \"description\": \"Sunitha's favoritism mentioned in context\"\n        },\n        {\n          \"entity\": \"performance review\",\n          \"type\": \"event\",\n          \"description\": \"Always top rating in performance reviews\"\n        }\n      ]\n    },\n    {\n      \"name\": \"performance review\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Rahul always gets top rating\",\n        \"frequency\": \"regular\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"recipient\",\n          \"description\": \"Rahul's performance reviews\"\n        },\n        {\n          \"entity\": \"promotion\",\n          \"type\": \"related\",\n          \"description\": \"Linked to Rahul's promotion\"\n        },\n        {\n          \"entity\": \"Sunitha\",\n          \"type\": \"manager\",\n          \"description\": \"Sunitha conducts the reviews\"\n        }\n      ]\n    },\n    {\n      \"name\": \"office politics\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Discussed in context of Rahul's promotion\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"promotion\",\n          \"type\": \"context\",\n          \"description\": \"Mentioned as a factor in Rahul's promotion\"\n        },\n        {\n          \"entity\": \"Sunitha\",\n          \"type\": \"related\",\n          \"description\": \"Sunitha's favoritism is part of office politics\"\n        }\n      ]\n    },\n    {\n      \"name\": \"AI\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Discussed for personal assistants\",\n        \"function\": \"system that remembers everything (conversations, meetings, health data)\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"proposer\",\n          \"description\": \"Rajesh discusses AI for personal assistants\"\n        },\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"discussed_with\",\n          \"description\": \"Naveen shows interest in AI\"\n        },\n        {\n          \"entity\": \"personal assistants\",\n          \"type\": \"application\",\n          \"description\": \"AI for personal assistants\"\n        },\n        {\n          \"entity\": \"Her (movie)\",\n          \"type\": \"inspiration\",\n          \"description\": \"Naveen references the movie *Her* as inspiration\"\n        },\n        {\n          \"entity\": \"privacy-first\",\n          \"type\": \"feature\",\n          \"description\": \"All data stays on personal hardware\"\n        }\n      ]\n    },\n    {\n      \"name\": \"personal assistants\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"AI application discussed for personal use\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"application\",\n          \"description\": \"AI for personal assistants\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"discussed_by\",\n          \"description\": \"Rajesh proposes this idea\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Her (movie)\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Movie referenced by Naveen, starring Scarlett Johansson\",\n        \"genre\": \"sci-fi/romance\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"inspiration\",\n          \"description\": \"Naveen references it as inspiration for AI discussion\"\n        },\n        {\n          \"entity\": \"Scarlett Johansson\",\n          \"type\": \"actor\",\n          \"description\": \"Star of the movie\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"actor\",\n        \"description\": \"Starred in the movie *Her*\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Her (movie)\",\n          \"type\": \"actor\",\n          \"description\": \"Acts in the movie\"\n        }\n      ]\n    },\n    {\n      \"name\": \"privacy-first\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Feature of Rajesh's AI proposal, all data stays on personal hardware\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"feature\",\n          \"description\": \"Part of the AI system proposal\"\n        }\n      ]\n    },\n    {\n      \"name\": \"second brain\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh's analogy for AI system that remembers everything\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"analogy\",\n          \"description\": \"AI as a second brain\"\n        }\n      ]\n    },\n    {\n      \"name\": \"conversations\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Data type to be remembered by AI system\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"data_type\",\n          \"description\": \"AI remembers conversations\"\n        },\n        {\n          \"entity\": \"meetings\",\n          \"type\": \"related\",\n          \"description\": \"Related to other data types\"\n        }\n      ]\n    },\n    {\n      \"name\": \"meetings\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Data type to be remembered by AI system\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"data_type\",\n          \"description\": \"AI remembers meetings\"\n        },\n        {\n          \"entity\": \"conversations\",\n          \"type\": \"related\",\n          \"description\": \"Related to other data types\"\n        }\n      ]\n    },\n    {\n      \"name\": \"health data\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Data type to be remembered by AI system\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"data_type\",\n          \"description\": \"AI remembers health data\"\n        }\n      ]\n    },\n    {\n      \"name\": \"organized\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Feature of AI system, data is organized and searchable\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"feature\",\n          \"description\": \"AI organizes and makes data searchable\"\n        }\n      ]\n    },\n    {\n      \"name\": \"searchable\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Feature of AI system, data is searchable\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"feature\",\n          \"description\": \"AI makes data searchable\"\n        }\n      ]\n    },\n    {\n      \"name\": \"prototype\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"AI prototype Rajesh will show during the meeting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"owner\",\n          \"description\": \"Rajesh will show the prototype\"\n        },\n        {\n          \"entity\": \"AI\",\n          \"type\": \"related\",\n          \"description\": \"Prototype of the AI system\"\n        },\n        {\n          \"entity\": \"meeting\",\n          \"type\": \"demonstration\",\n          \"description\": \"Will be shown during the meeting\"\n        }\n      ]\n    },\n    {\n      \"name\": \"meeting\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Proposed meeting to discuss AI\",\n        \"date\": \"Saturday\",\n        \"time\": \"3 PM\",\n        \"location\": \"Cubbon Park\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"participant\",\n          \"description\": \"Naveen is attending\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"organizer\",\n          \"description\": \"Rajesh proposes and organizes\"\n        },\n        {\n          \"entity\": \"AI\",\n          \"type\": \"topic\",\n          \"description\": \"Discussion topic\"\n        },\n        {\n          \"entity\": \"prototype\",\n          \"type\": \"demonstration\",\n          \"description\": \"Prototype will be shown\"\n        },\n        {\n          \"entity\": \"laptop\",\n          \"type\": \"required\",\n          \"description\": \"Naveen asked to bring a laptop\"\n        },\n        {\n          \"entity\": \"Cubbon Park\",\n          \"type\": \"location\",\n          \"description\": \"Meeting location\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"related\",\n          \"description\": \"Naveen orders food for the meeting\"\n        },\n        {\n          \"entity\": \"idli\",\n          \"type\": \"related\",\n          \"description\": \"Naveen orders food for the meeting\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Day of the proposed meeting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"meeting\",\n          \"type\": \"date\",\n          \"description\": \"Meeting is on Saturday\"\n        },\n        {\n          \"entity\": \"3 PM\",\n          \"type\": \"time\",\n          \"description\": \"Time of the meeting\"\n        }\n      ]\n    },\n    {\n      \"name\": \"3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Time of the proposed meeting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"meeting\",\n          \"type\": \"time\",\n          \"description\": \"Meeting at 3 PM\"\n        },\n        {\n          \"entity\": \"Saturday\",\n          \"type\": \"date\",\n          \"description\": \"Meeting on Saturday at 3 PM\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"Proposed meeting location\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"meeting\",\n          \"type\": \"location\",\n          \"description\": \"Meeting will be at Cubbon Park\"\n        },\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"related\",\n          \"description\": \"Naveen proposes this location\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"related\",\n          \"description\": \"Rajesh agrees to the location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"laptop\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Rajesh asks Naveen to bring a laptop for the meeting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"meeting\",\n          \"type\": \"required\",\n          \"description\": \"Naveen asked to bring a laptop\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"requester\",\n          \"description\": \"Rajesh asks for the laptop\"\n        },\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"bringer\",\n          \"description\": \"Naveen will bring the laptop\"\n        }\n      ]\n    },\n    {\n      \"name\": \"filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Food/drink order for the meeting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"meeting\",\n          \"type\": \"related\",\n          \"description\": \"Ordered for the meeting\"\n        },\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"orderer\",\n          \"description\": \"Naveen orders filter coffee\"\n        },\n        {\n          \"entity\": \"idli\",\n          \"type\": \"related\",\n          \"description\": \"Ordered together with idli\"\n        }\n      ]\n    },\n    {\n      \"name\": \"idli\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Food/drink order for the meeting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"meeting\",\n          \"type\": \"related\",\n          \"description\": \"Ordered for the meeting\"\n        },\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"orderer\",\n          \"description\": \"Naveen orders idli\"\n        },\n        {\n          \"entity\": \"filter coffee\",\n          \"type\": \"related\",\n          \"description\": \"Ordered together with filter coffee\"\n        }\n      ]\n    },\n    {\n      \"name\": \"thirty lakhs\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Investment amount for Sneha's startup\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"investment\",\n          \"description\": \"Startup investment amount\"\n        },\n        {\n          \"entity\": \"Rahul's parents\",\n          \"type\": \"contributor\",\n          \"description\": \"Parents contributed twenty lakhs\"\n        },\n        {\n          \"entity\": \"loan\",\n          \"type\": \"source\",\n          \"description\": \"Loan for the remaining amount\"\n        }\n      ]\n    },\n    {\n      \"name\": \"twenty lakhs\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Amount contributed by Rahul's parents for the startup\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"investment\",\n          \"description\": \"Parents contributed this amount\"\n        },\n        {\n          \"entity\": \"Rahul's parents\",\n          \"type\": \"contributor\",\n          \"description\": \"Contributed this amount\"\n        },\n        {\n          \"entity\": \"loan\",\n          \"type\": \"remaining\",\n          \"description\": \"Loan taken for the remaining amount\"\n        }\n      ]\n    },\n    {\n      \"name\": \"loan\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Taken for the remaining investment in Sneha's startup\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"funding\",\n          \"description\": \"Loan for the startup\"\n        },\n        {\n          \"entity\": \"Rahul's parents\",\n          \"type\": \"related\",\n          \"description\": \"Parents helped take the loan\"\n        },\n        {\n          \"entity\": \"thirty lakhs\",\n          \"type\": \"amount\",\n          \"description\": \"Loan for the remaining amount\"\n        },\n        {\n          \"entity\": \"twenty lakhs\",\n          \"type\": \"remaining\",\n          \"description\": \"Loan for the remaining after twenty lakhs\"\n        }\n      ]\n    },\n    {\n      \"name\": \"last month\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"When Sneha quit her job\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Sneha\",\n          \"type\": \"action\",\n          \"description\": \"Sneha quit her job last month\"\n        }\n      ]\n    },\n    {\n      \"name\": \"barely two years\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Rahul's tenure in the company\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"tenure\",\n          \"description\": \"Rahul joined the company barely two years ago\"\n        },\n        {\n          \"entity\": \"company\",\n          \"type\": \"employer\",\n          \"description\": \"Rahul's tenure at the company\"\n        }\n      ]\n    },\n    {\n      \"name\": \"senior architect\",\n      \"type\": \"role\",\n      \"attributes\": {\n        \"description\": \"Rahul's promoted role\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"role\",\n          \"description\": \"Rahul's promoted position\"\n        },\n        {\n          \"entity\": \"promotion\",\n          \"type\": \"result\",\n          \"description\": \"Promotion to senior architect\"\n        }\n      ]\n    },\n    {\n      \"name\": \"favorite\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Sunitha is Rahul's favorite manager\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Sunitha\",\n          \"type\": \"role\",\n          \"description\": \"Sunitha is Rahul's favorite\"\n        },\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"employee\",\n          \"description\": \"Sunitha's favorite employee\"\n        },\n        {\n          \"entity\": \"promotion\",\n          \"type\": \"context\",\n          \"description\": \"Mentioned in context of Rahul's promotion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"top rating\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rahul always gets top rating in performance reviews\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"type\": \"recipient\",\n          \"description\": \"Rahul's performance rating\"\n        },\n        {\n          \"entity\": \"performance review\",\n          \"type\": \"result\",\n          \"description\": \"Always top rating in reviews\"\n        },\n        {\n          \"entity\": \"promotion\",\n          \"type\": \"related\",\n          \"description\": \"Linked to Rahul's promotion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"risky\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh describes Sneha's startup investment as risky\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"description\",\n          \"description\": \"Startup investment described as risky\"\n        },\n        {\n          \"entity\": \"thirty lakhs\",\n          \"type\": \"amount\",\n          \"description\": \"Risky investment amount\"\n        }\n      ]\n    },\n    {\n      \"name\": \"interesting\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh describes Sneha's startup as interesting\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"organic food delivery startup\",\n          \"type\": \"description\",\n          \"description\": \"Startup described as interesting\"\n        }\n      ]\n    },\n    {\n      \"name\": \"idea\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Rajesh wants to discuss his AI idea\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"owner\",\n          \"description\": \"Rajesh's idea\"\n        },\n        {\n          \"entity\": \"AI\",\n          \"type\": \"topic\",\n          \"description\": \"AI idea for personal assistants\"\n        },\n        {\n          \"entity\": \"Naveen\",\n          \"type\": \"discussed_with\",\n          \"description\": \"Discussed with Naveen\"\n        }\n      ]\n    },\n    {\n      \"name\": \"personal hardware\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"All data stays on personal hardware in Rajesh's AI proposal\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"AI\",\n          \"type\": \"feature\",\n          \"description\": \"Data stays on personal hardware\"\n        },\n        {\n          \"entity\": \"privacy-first\",\n          \"type\": \"related\",\n          \"description\": \"Part of the privacy-first feature\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "model": "qwen3-32b",
        "model_display": "Qwen3 32B (Local)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague\",\n        \"relationship\": \"speaking with Rajesh\"\n      },\n      \"relationships\": [\n        \"discusses Rahul's promotion\",\n        \"mentions Sneha quitting her job\",\n        \"invites Rajesh to a meeting at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague\",\n        \"relationship\": \"speaking with Naveen\"\n      },\n      \"relationships\": [\n        \"discusses Rahul's promotion\",\n        \"mentions Sneha quitting her job\",\n        \"has an idea for an AI personal assistant\",\n        \"invited to a meeting at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"senior architect\",\n        \"description\": \"recently promoted, joined company two years ago\"\n      },\n      \"relationships\": [\n        \"promoted to senior architect\",\n        \"managed by Sunitha\",\n        \"has a wife named Sneha\"\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\",\n        \"description\": \"Rahul's manager and favorite\"\n      },\n      \"relationships\": [\n        \"manager of Rahul\",\n        \"influential in his promotion\"\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Rahul's wife\",\n        \"description\": \"quit her job last month, started a startup\"\n      },\n      \"relationships\": [\n        \"wife of Rahul\",\n        \"started an organic food delivery startup in Indiranagar\"\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location of Sneha's startup\"\n      },\n      \"relationships\": [\n        \"location of Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Startup\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"organic food delivery business started by Sneha\"\n      },\n      \"relationships\": [\n        \"started by Sneha\",\n        \"competes with Swiggy Instamart\"\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"competitor to Sneha's startup\"\n      },\n      \"relationships\": [\n        \"competes with Sneha's organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Thirty lakhs\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"investment in Sneha's startup\"\n      },\n      \"relationships\": [\n        \"total investment in Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"provided financial support to Sneha's startup\"\n      },\n      \"relationships\": [\n        \"invested twenty lakhs in Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Loan\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"taken for the remaining investment in Sneha's startup\"\n      },\n      \"relationships\": [\n        \"used to fund Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"AI personal assistant\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"idea for a system that acts as a second brain, storing and organizing personal data\"\n      },\n      \"relationships\": [\n        \"proposed by Rajesh\",\n        \"privacy-first design\"\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"movie\",\n      \"attributes\": {\n        \"description\": \"movie featuring Scarlett Johansson\"\n      },\n      \"relationships\": [\n        \"cited as inspiration for the AI personal assistant idea\"\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"actress\",\n        \"description\": \"starred in the movie 'Her'\"\n      },\n      \"relationships\": [\n        \"starred in the movie 'Her'\"\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location of the meeting between Naveen and Rajesh\"\n      },\n      \"relationships\": [\n        \"meeting location for Saturday afternoon\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"day of the meeting\"\n      },\n      \"relationships\": [\n        \"meeting day at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"time of the meeting\"\n      },\n      \"relationships\": [\n        \"meeting time at Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Bisi bisi filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"type of coffee ordered\"\n      },\n      \"relationships\": [\n        \"ordered with idli by Naveen\"\n      ]\n    },\n    {\n      \"name\": \"Idli\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"food item ordered\"\n      },\n      \"relationships\": [\n        \"ordered with bisi bisi filter coffee\"\n      ]\n    }\n  ]\n}\n```",
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        "model": "qwen3-32b-nim",
        "model_display": "Qwen3 32B NIM (NVFP4)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"speaker\",\n        \"relationship\": \"colleague of Rahul and Rajesh\"\n      },\n      \"relationships\": [\n        \"mentions Rahul's promotion\",\n        \"mentions Rajesh's AI idea\",\n        \"invites Rajesh to a meeting in Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"speaker\",\n        \"relationship\": \"colleague of Naveen and Rahul\"\n      },\n      \"relationships\": [\n        \"discusses Rahul's promotion\",\n        \"mentions Sneha\",\n        \"proposes an AI personal assistant idea\",\n        \"invited to a meeting in Cubbon Park\"\n      ]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"colleague\",\n        \"description\": \"promoted to Senior Architect\",\n        \"relationship\": \"colleague of Naveen and Rajesh\"\n      },\n      \"relationships\": [\n        \"promoted recently\",\n        \"supported by Sunitha (manager)\",\n        \"Sneha is his wife\"\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"manager\",\n        \"relationship\": \"manager of Rahul\"\n      },\n      \"relationships\": [\n        \"influential in Rahul's promotion\"\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"wife of Rahul\",\n        \"description\": \"quit job last month to start a startup\"\n      },\n      \"relationships\": [\n        \"wife of Rahul\",\n        \"started an organic food delivery startup in Indiranagar\"\n      ]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location of Sneha's startup\"\n      },\n      \"relationships\": [\n        \"location of organic food delivery startup\"\n      ]\n    },\n    {\n      \"name\": \"Organic Food Delivery Startup\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"started by Sneha\",\n        \"competes with Swiggy and Instamart\",\n        \"funded with 30 lakhs\"\n      },\n      \"relationships\": [\n        \"founded by Sneha\",\n        \"competes with Swiggy and Instamart\"\n      ]\n    },\n    {\n      \"name\": \"Swiggy\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"food delivery service\"\n      },\n      \"relationships\": [\n        \"competitor to Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"food delivery service\"\n      },\n      \"relationships\": [\n        \"competitor to Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"Rahul's Parents\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"description\": \"provided financial support to Rahul and Sneha\"\n      },\n      \"relationships\": [\n        \"provided 20 lakhs for startup funding\"\n      ]\n    },\n    {\n      \"name\": \"Loan\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"used to fund the remaining 10 lakhs of the startup\"\n      },\n      \"relationships\": [\n        \"used to fund Sneha's startup\"\n      ]\n    },\n    {\n      \"name\": \"AI Personal Assistant\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"idea proposed by Rajesh\",\n        \"features\": \"remembers conversations, meetings, health data, privacy-first\"\n      },\n      \"relationships\": [\n        \"proposed by Rajesh\",\n        \"compared to movie 'Her'\"\n      ]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"movie\",\n      \"attributes\": {\n        \"description\": \"movie featuring an AI assistant\",\n        \"actor\": \"Scarlett Johansson\"\n      },\n      \"relationships\": [\n        \"used as an analogy for the AI personal assistant idea\"\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"actor in movie 'Her'\"\n      },\n      \"relationships\": [\n        \"featured in movie 'Her'\"\n      ]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"description\": \"location for meeting\"\n      },\n      \"relationships\": [\n        \"meeting location for Saturday afternoon\"\n      ]\n    },\n    {\n      \"name\": \"Saturday\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"meeting day\"\n      },\n      \"relationships\": [\n        \"planned meeting day\"\n      ]\n    },\n    {\n      \"name\": \"3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"meeting time\"\n      },\n      \"relationships\": [\n        \"planned meeting time\"\n      ]\n    },\n    {\n      \"name\": \"AI\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Artificial Intelligence\"\n      },\n      \"relationships\": [\n        \"central theme of Rajesh's idea\"\n      ]\n    },\n    {\n      \"name\": \"Bisi Bisi Filter Coffee\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"coffee and idli order\"\n      },\n      \"relationships\": [\n        \"ordered by Naveen\"\n      ]\n    },\n    {\n      \"name\": \"Idli\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"South Indian dish\"\n      },\n      \"relationships\": [\n        \"ordered with coffee\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 134919.8,
        "tokens_in": 537,
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      {
        "model": "mistral-small",
        "model_display": "Mistral Small 3.2 (24B, Local)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Senior architect\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Sunitha\",\n          \"relation\": \"favorite of Sunitha\"\n        },\n        {\n          \"entity\": \"Sneha\",\n          \"relation\": \"wife\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"relation\": \"favorite of Sunitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"relation\": \"wife\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"AI thing for personal assistants\",\n          \"relation\": \"interested in\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Company\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Startup\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Sneha\",\n          \"relation\": \"founded by Sneha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Organic food delivery\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Startup\",\n          \"relation\": \"location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Rahul's parents\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rahul\",\n          \"relation\": \"parents\"\n        }\n      ]\n    },\n    {\n      \"name\": \"AI thing for personal assistants\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Scarlett Johansson\",\n          \"relation\": \"movie starring\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Naveen\",\n          \"relation\": \"meeting location\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Laptop\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"relation\": \"to bring\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Prototype\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Chai\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"entity\": \"Naveen\",\n          \"relation\": \"to order\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Idli\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": []\n    }\n  ]\n}\n```",
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      {
        "model": "nemotron-3-nano",
        "model_display": "Nemotron 3 Nano 30B (Local)",
        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": \"Colleague of Rajesh; mentions Rahul's promotion; refers to Manager Sunitha as favorite; brings up his wife Sneha; initiates weekend meetup.\",\n      \"relationships\": \"Discusses Rahul with Rajesh; references Senior Architect; mentions Manager Sunitha; talks about Sneha; plans meeting with Rajesh at Cubbon Park.\"\n    },\n    {\n      \"name\": \"Guru\",\n      \"type\": \"person\",\n      \"attributes\": \"Person being addressed by Naveen.\",\n      \"relationships\": \"Addressed by Naveen.\"\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": \"Senior Architect; subject of promotion discussion; married to Sneha; discussed by Rajesh.\",\n      \"relationships\": \"Promotion talked about by Naveen; spouse of Sneha; mentioned in conversation with Rajesh.\"\n    },\n    {\n      \"name\": \"Senior Architect\",\n      \"type\": \"person\",\n      \"attributes\": \"Position held by Rahul; recently promoted.\",\n      \"relationships\": \"Subject of promotion discussion by Naveen.\"\n    },\n    {\n      \"name\": \"Manager Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": \"Manager; favorite of Naveen; referenced in performance review context.\",\n      \"relationships\": \"Mentioned by Naveen as favorite manager.\"\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": \"Wife of Rahul; quit her job last month; involved in a startup.\",\n      \"relationships\": \"Spouse of Rahul; mentioned by Naveen.\"\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": \"Location where the organic food delivery startup operates.\",\n      \"relationships\": \"Mentioned as startup location by Naveen.\"\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": \"Food delivery platform; cited as competition for the startup.\",\n      \"relationships\": \"Named as competitor by Naveen.\"\n    },\n    {\n      \"name\": \"Scarlett Johansson\",\n      \"type\": \"person\",\n      \"attributes\": \"Actress; referenced when comparing AI system to a movie.\",\n      \"relationships\": \"Mentioned by Naveen in relation to the film \\\"Her\\\".\"\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"event\",\n      \"attributes\": \"2013 sci\u2011fi film starring Scarlett Johansson; depicts an AI assistant.\",\n      \"relationships\": \"Referenced by Naveen as a comparison for the proposed AI system.\"\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": \"Proposed time for the meetup.\",\n      \"relationships\": \"Scheduled meeting between Naveen and Rajesh.\"\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": \"Park in Bangalore; venue for the weekend meetup.\",\n      \"relationships\": \"Location of planned meeting with Rajesh.\"\n    },\n    {\n      \"name\": \"Prototype\",\n      \"type\": \"object\",\n      \"attributes\": \"AI system prototype to be demonstrated.\",\n      \"relationships\": \"To be shown by Rajesh to Naveen on Saturday.\"\n    },\n    {\n      \"name\": \"Bisi bisi filter coffee\",\n      \"type\": \"object\",\n      \"attributes\": \"Drink mentioned as part of snack preference for the meetup.\",\n      \"relationships\": \"Referenced by Naveen when describing plans.\"\n    },\n    {\n      \"name\": \"Idli\",\n      \"type\": \"object\",\n      \"attributes\": \"Food item mentioned alongside filter coffee.\",\n      \"relationships\": \"Mentioned by Naveen as part of meetup snack.\"\n    }\n  ]\n}",
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      {
        "model": "qwen35-35b-a3b",
        "model_display": "Qwen3.5-35B-A3B Q4 (Local)",
        "transcript_id": "kannada_friend_gossip",
        "transcript_title": "Friend Gossip at Chai Shop (Code-Mixed)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Naveen\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/Colleague\",\n        \"interest\": \"AI personal assistants\",\n        \"status\": \"Active participant\"\n      },\n      \"relationships\": [\"Friend of Rajesh\", \"Discussing business ideas with Rajesh\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Friend/Colleague\",\n        \"interest\": \"AI second brain concept\",\n        \"status\": \"Developer/Innovator\"\n      },\n      \"relationships\": [\"Friend of Naveen\", \"Proposing AI project to Naveen\"]\n    },\n    {\n      \"name\": \"Rahul\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Senior Architect\",\n        \"tenure\": \"2 years\",\n        \"status\": \"Recently promoted\"\n      },\n      \"relationships\": [\"Manager of Sunitha (implied)\", \"Husband of Sneha\", \"Subject of promotion discussion\"]\n    },\n    {\n      \"name\": \"Sunitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager\",\n        \"relationship\": \"Favorite of Rahul\"\n      },\n      \"relationships\": [\"Manager of Rahul\", \"Influenced Rahul's promotion\"]\n    },\n    {\n      \"name\": \"Sneha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Entrepreneur\",\n        \"status\": \"Job quit\",\n        \"business\": \"Organic food delivery startup\"\n      },\n      \"relationships\": [\"Wife of Rahul\", \"Business partner/competitor to Swiggy Instamart\"]\n    },\n    {\n      \"name\": \"Indiranagar\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"location_type\": \"Neighborhood\",\n        \"context\": \"Location of Sneha's startup\"\n      },\n      \"relationships\": [\"City area where Sneha's business operates\"]\n    },\n    {\n      \"name\": \"Cubbon Park\",\n      \"type\": \"place\",\n      \"attributes\": {\n        \"location_type\": \"Public Park\",\n        \"context\": \"Meeting venue\"\n      },\n      \"relationships\": [\"Planned meeting location for Naveen and Rajesh\"]\n    },\n    {\n      \"name\": \"Saturday 3 PM\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"time\": \"3 PM\",\n        \"day\": \"Saturday\",\n        \"event\": \"Prototype demo\"\n      },\n      \"relationships\": [\"Scheduled time for Naveen and Rajesh meeting\"]\n    },\n    {\n      \"name\": \"AI Personal Assistant\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"concept\": \"Second brain\",\n        \"feature\": \"Privacy-first, local hardware storage\",\n        \"data_types\": \"Conversations, meetings, health data\"\n      },\n      \"relationships\": [\"Core subject of Rajesh's pitch\"]\n    },\n    {\n      \"name\": \"Her\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"Movie\",\n        \"star\": \"Scarlett Johansson\",\n        \"theme\": \"AI relationship/memory\"\n      },\n      \"relationships\": [\"Reference point for the AI concept discussed\"]\n    },\n    {\n      \"name\": \"Swiggy Instamart\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"industry\": \"Food delivery\",\n        \"role\": \"Competitor\"\n      },\n      \"relationships\": [\"Market competitor to Sneha's startup\"]\n    },\n    {\n      \"name\": \"Thirty lakhs\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"value\": \"3,000,000 INR\",\n        \"purpose\": \"Startup investment\"\n      },\n      \"relationships\": [\"Funding amount for Sneha's business\"]\n    }\n  ]\n}\n```",
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  "kannada_work_call": {
    "title": "Client Call Follow-up (Kannada Team)",
    "models": [
      {
        "model": "sarvam-m",
        "model_display": "Sarvam-M (24B, Free)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": " ```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Manager\",\n        \"relationship\": \"Supervisor of Rajesh\"\n      },\n      \"relationships\": [\n        \"Supervises Rajesh\",\n        \"Communicates with Kavitha\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Coordinator\",\n        \"relationship\": \"Reports to Manjunath\"\n      },\n      \"relationships\": [\n        \"Reports to Manjunath\",\n        \"Communicates with Wipro team and Kavitha\"\n      ]\n    },\n    {\n      \"name\": \"Wipro team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Client\",\n        \"relationship\": \"Has concerns about project timeline\"\n      },\n      \"relationships\": [\n        \"Interacts with Rajesh and Manjunath\"\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client Lead\",\n        \"relationship\": \"New lead for the project\"\n      },\n      \"relationships\": [\n        \"Communicates with Rajesh and Manjunath\"\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former Client Lead\",\n        \"relationship\": \"Moved to another project\"\n      },\n      \"relationships\": [\n        \"Previously interacted with Rajesh and Manjunath\"\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"relationship\": \"Setting up Swagger with FastAPI\"\n      },\n      \"relationships\": [\n        \"Works with Rajesh and Manjunath\"\n      ]\n    },\n    {\n      \"name\": \"Document classification module\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"AI feature to be evaluated by the client\"\n      },\n      \"relationships\": [\n        \"Part of the Q3 roadmap\"\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Quarter by which budget is approved\"\n      },\n      \"relationships\": [\n        \"Related to project timeline\"\n      ]\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for phase one deliverable\"\n      },\n      \"relationships\": [\n        \"Related to project timeline\"\n      ]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for phase two deliverable\"\n      },\n      \"relationships\": [\n        \"Related to project timeline\"\n      ]\n    },\n    {\n      \"name\": \"Q3 roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Includes the document classification module\"\n      },\n      \"relationships\": [\n        \"Related to client evaluation\"\n      ]\n    },\n    {\n      \"name\": \"Swagger auto-generation\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Tool to generate documentation from type hints\"\n      },\n      \"relationships\": [\n        \"Implemented by Rohan\"\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Platform for uploading meeting notes\"\n      },\n      \"relationships\": [\n        \"Used by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"Weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Meeting every Thursday at 2 PM IST\"\n      },\n      \"relationships\": [\n        \"Set up by Manjunath\"\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "gemini-flash-lite",
        "model_display": "Gemini 2.5 Flash-Lite",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"colleague\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"colleague\",\n          \"target\": \"Manjunath\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": []\n    },\n    {\n      \"name\": \"migration\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"discussed by\",\n          \"target\": \"Manjunath\"\n        },\n        {\n          \"type\": \"discussed by\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"discussed by\",\n          \"target\": \"Wipro\"\n        }\n      ]\n    },\n    {\n      \"name\": \"timeline\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"concern of\",\n          \"target\": \"Wipro\"\n        }\n      ]\n    },\n    {\n      \"name\": \"three months\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"proposed duration for migration\",\n          \"target\": \"Wipro\"\n        }\n      ]\n    },\n    {\n      \"name\": \"six months\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"requested duration for migration\",\n          \"target\": \"Wipro\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"budget approval period\",\n          \"target\": \"Manjunath\"\n        }\n      ]\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"required delivery date\",\n          \"target\": \"Manjunath\"\n        }\n      ]\n    },\n    {\n      \"name\": \"phase one\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"delivery by\",\n          \"target\": \"April\"\n        },\n        {\n          \"type\": \"to be completed by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"phase two\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"delivery by\",\n          \"target\": \"August\"\n        },\n        {\n          \"type\": \"to be completed by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"deadline for phase two\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Core API migration\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be done in\",\n          \"target\": \"phase one\"\n        }\n      ]\n    },\n    {\n      \"name\": \"legacy batch jobs\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be done in\",\n          \"target\": \"phase two\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"client lead\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"moved to another project\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"new client lead\",\n        \"description\": \"detail-oriented\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"new lead for\",\n          \"target\": \"Wipro\"\n        },\n        {\n          \"type\": \"to receive budget email from\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"to be contacted by\",\n          \"target\": \"Manjunath\"\n        }\n      ]\n    },\n    {\n      \"name\": \"API endpoint\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"requires documentation from\",\n          \"target\": \"Kavitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"documentation\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"requested by\",\n          \"target\": \"Kavitha\"\n        },\n        {\n          \"type\": \"adds time to\",\n          \"target\": \"Manjunath\"\n        }\n      ]\n    },\n    {\n      \"name\": \"two weeks\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"minimum time added by documentation\",\n          \"target\": \"Manjunath\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dev team\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"advised to use\",\n          \"target\": \"Swagger auto-generation\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Swagger auto-generation\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be used by\",\n          \"target\": \"Dev team\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be set up by\",\n          \"target\": \"Rohan\"\n        }\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be used with\",\n          \"target\": \"Swagger\"\n        },\n        {\n          \"type\": \"used for auto-generation\",\n          \"target\": \"Rohan\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"setting up\",\n          \"target\": \"Swagger with FastAPI\"\n        }\n      ]\n    },\n    {\n      \"name\": \"type hints\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"used for auto-generation by\",\n          \"target\": \"FastAPI\"\n        }\n      ]\n    },\n    {\n      \"name\": \"demo\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"scheduled for\",\n          \"target\": \"Naalke\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Naalke\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"day of demo\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"budget email\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be sent to\",\n          \"target\": \"Kavitha\"\n        },\n        {\n          \"type\": \"to be CC'd to\",\n          \"target\": \"Manjunath\"\n        },\n        {\n          \"type\": \"to be sent by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"today\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"deadline for sending budget email\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be set up by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"every Thursday 2 PM IST\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"scheduled time for weekly sync\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"AI features\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be evaluated by\",\n          \"target\": \"Kavitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"document classification module\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"specific AI feature to be evaluated\",\n          \"target\": \"Kavitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Q3 roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"contains\",\n          \"target\": \"AI features\"\n        },\n        {\n          \"type\": \"mentioned by\",\n          \"target\": \"Manjunath\"\n        }\n      ]\n    },\n    {\n      \"name\": \"roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be explained by\",\n          \"target\": \"Manjunath\"\n        },\n        {\n          \"type\": \"to\",\n          \"target\": \"Kavitha\"\n        }\n      ]\n    },\n    {\n      \"name\": \"meeting notes\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to be typed and uploaded by\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"to upload meeting notes to\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    },\n    {\n      \"name\": \"end of day\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\n        {\n          \"type\": \"deadline for uploading meeting notes\",\n          \"target\": \"Rajesh\"\n        }\n      ]\n    }\n  ]\n}\n```",
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      {
        "model": "claude-haiku",
        "model_display": "Claude Haiku 4.5",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project manager/Lead\",\n        \"language\": \"Kannada-English bilingual\"\n      },\n      \"relationships\": [\n        \"communicating with Rajesh\",\n        \"manages budget approval\",\n        \"communicates with Kavitha\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project coordinator/Developer\",\n        \"language\": \"Kannada-English bilingual\"\n      },\n      \"relationships\": [\n        \"communicating with Manjunath\",\n        \"liaising with Kavitha\",\n        \"coordinating with Rohan\",\n        \"participated in client call\"\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client lead\",\n        \"characteristic\": \"detail-oriented\",\n        \"requirements\": \"documentation for every API endpoint, AI features evaluation\"\n      },\n      \"relationships\": [\n        \"replaced Prashant as client lead\",\n        \"communicating with Rajesh and Manjunath\",\n        \"will receive budget email and roadmap explanation\"\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former client lead\",\n        \"status\": \"moved to another project\"\n      },\n      \"relationships\": [\n        \"previously lead on this project\",\n        \"replaced by Kavitha\"\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"task\": \"setting up Swagger with FastAPI\"\n      },\n      \"relationships\": [\n        \"coordinating with Rajesh\",\n        \"implementing auto-generation from type hints\",\n        \"demo scheduled\"\n      ]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Team/Department\"\n      },\n      \"relationships\": [\n        \"team involved in migration project\",\n        \"had concerns about timeline\"\n      ]\n    },\n    {\n      \"name\": \"Migration Project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scope\": \"Core API migration and legacy batch jobs migration\",\n        \"original_timeline\": \"3 months\",\n        \"proposed_timeline\": \"6 months\",\n        \"phases\": \"Phase 1 (April), Phase 2 (August)\",\n        \"client\": \"Wipro team through Kavitha\"\n      },\n      \"relationships\": [\n        \"budget approved through Q2\",\n        \"deliverable due April end for phase 1\",\n        \"requires documentation\",\n        \"involves Swagger auto-generation\"\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"context\": \"Budget approval period\",\n        \"related_deadline\": \"April end\"\n      },\n      \"relationships\": [\n        \"budget constraint for migration project\"\n      ]\n    },\n    {\n      \"name\": \"April\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"Phase 1 deliverable deadline\"\n      },\n      \"relationships\": [\n        \"end of month is deadline for migration phase 1\"\n      ]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"event\": \"Phase 2 completion target\"\n      },\n      \"relationships\": [\n        \"target date for migration phase 2\"\n      ]\n    },\n    {\n      \"name\": \"Thursday 2 PM IST\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"frequency\": \"weekly\",\n        \"purpose\": \"sync meeting\"\n      },\n      \"relationships\": [\n        \"recurring meeting for project updates\"\n      ]\n    },\n    {\n      \"name\": \"Q3\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"roadmap\": \"AI features evaluation\"\n      },\n      \"relationships\": [\n        \"timeline for document classification module\"\n      ]\n    },\n    {\n      \"name\": \"Core API Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"phase\": \"Phase 1\",\n        \"timeline\": \"By April\",\n        \"requires\": \"Documentation, auto-generation\"\n      },\n      \"relationships\": [\n        \"part of larger migration project\",\n        \"requires Swagger setup\"\n      ]\n    },\n    {\n      \"name\": \"Legacy Batch Jobs\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"phase\": \"Phase 2\",\n        \"timeline\": \"By August\"\n      },\n      \"relationships\": [\n        \"part of larger migration project\"\n      ]\n    },\n    {\n      \"name\": \"Document Classification Module\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"type\": \"AI feature\",\n        \"status\": \"Q3 roadmap\",\n        \"client_interest\": \"Evaluation\"\n      },\n      \"relationships\": [\n        \"requested by Kavitha\",\n        \"scheduled for Q3\"\n      ]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"API documentation auto-generation\",\n        \"framework\": \"FastAPI\",\n        \"feature\": \"auto-generates from type hints\"\n      },\n      \"relationships\": [\n        \"being set up by Rohan\",\n        \"addresses documentation requirement\",\n        \"demo scheduled\"\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Web framework\",\n        \"use\": \"API development\"\n      },\n      \"relationships\": [\n        \"being integrated with Swagger\"\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Documentation platform\",\n        \"use\": \"Meeting notes storage\"\n      },\n      \"relationships\": [\n        \"meeting notes to be uploaded by Rajesh\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 9602.9,
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      },
      {
        "model": "gemini-3-flash",
        "model_display": "Gemini 3 Flash (Preview)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager/Lead\",\n        \"description\": \"Overseeing the migration project and budget\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Colleague\"\n        },\n        {\n          \"target\": \"Kavitha\",\n          \"type\": \"Point of contact for roadmap discussion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Coordinator/Lead\",\n        \"description\": \"Handles client communication and team coordination\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Manjunath\",\n          \"type\": \"Colleague\"\n        },\n        {\n          \"target\": \"Rohan\",\n          \"type\": \"Coordinator for technical setup\"\n        },\n        {\n          \"target\": \"Wipro\",\n          \"type\": \"Client liaison\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Client\",\n        \"description\": \"The organization requesting the migration\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Kavitha\",\n          \"type\": \"Employer of client lead\"\n        },\n        {\n          \"target\": \"Prashant\",\n          \"type\": \"Former employer of previous lead\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Migration Project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"System migration involving API and legacy batch jobs\",\n        \"timeline\": \"Phased approach (April and August)\",\n        \"status\": \"Timeline negotiation ongoing\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Wipro\",\n          \"type\": \"Client for this project\"\n        },\n        {\n          \"target\": \"Core API migration\",\n          \"type\": \"Phase one component\"\n        },\n        {\n          \"target\": \"Legacy batch jobs\",\n          \"type\": \"Phase two component\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"New Client Lead\",\n        \"description\": \"Detail-oriented, replaced Prashant, requested documentation and AI evaluation\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Wipro\",\n          \"type\": \"Employee\"\n        },\n        {\n          \"target\": \"Prashant\",\n          \"type\": \"Successor\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former Client Lead\",\n        \"description\": \"Moved to another project\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Kavitha\",\n          \"type\": \"Predecessor\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Setting up Swagger and FastAPI for documentation\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"Rajesh\",\n          \"type\": \"Team member\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Budget approval deadline\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"April\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for Phase one deliverable\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for Phase two deliverable\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Thursday 2 PM IST\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Recurring weekly sync meeting time\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Tool for auto-generating API documentation\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"FastAPI\",\n          \"type\": \"Integrated with\"\n        }\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Web framework being used for the project\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Document classification module\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Specific AI feature requested by the client\",\n        \"roadmap\": \"Scheduled for Q3\"\n      },\n      \"relationships\": [\n        {\n          \"target\": \"AI features\",\n          \"type\": \"Sub-component\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Platform for uploading meeting notes\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Core API migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"First phase of the migration\"\n      },\n      \"relationships\": []\n    },\n    {\n      \"name\": \"Legacy batch jobs\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Second phase of the migration\"\n      },\n      \"relationships\": []\n    }\n  ]\n}\n```",
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        "model": "gemini-flash",
        "model_display": "Gemini 2.5 Flash",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Internal team member\"\n      },\n      \"relationships\": [\n        { \"type\": \"communicates_with\", \"target\": \"Rajesh\" },\n        { \"type\": \"CC'd_on\", \"target\": \"Budget email\" },\n        { \"type\": \"sends_mail_to\", \"target\": \"Kavitha\" }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Internal team member\"\n      },\n      \"relationships\": [\n        { \"type\": \"communicates_with\", \"target\": \"Manjunath\" },\n        { \"type\": \"reports_on\", \"target\": \"Client call\" },\n        { \"type\": \"sends_email_to\", \"target\": \"Kavitha\" },\n        { \"type\": \"sets_up\", \"target\": \"Weekly sync\" },\n        { \"type\": \"uploads_to\", \"target\": \"Confluence\" }\n      ]\n    },\n    {\n      \"name\": \"Client call\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"Overall positive\",\n        \"concerns\": \"Timeline\"\n      },\n      \"relationships\": [\n        { \"type\": \"involved_with\", \"target\": \"Wipro team\" },\n        { \"type\": \"discussed\", \"target\": \"Migration\" }\n      ]\n    },\n    {\n      \"name\": \"Wipro team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Client\"\n      },\n      \"relationships\": [\n        { \"type\": \"has_concerns_about\", \"target\": \"Timeline\" },\n        { \"type\": \"involved_in\", \"target\": \"Migration\" }\n      ]\n    },\n    {\n      \"name\": \"Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Project to migrate systems\"\n      },\n      \"relationships\": [\n        { \"type\": \"has_phases\", \"target\": \"Phase one\" },\n        { \"type\": \"has_phases\", \"target\": \"Phase two\" },\n        { \"type\": \"includes\", \"target\": \"Core API migration\" },\n        { \"type\": \"includes\", \"target\": \"Legacy batch jobs\" }\n      ]\n    },\n    {\n      \"name\": \"Timeline\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"initial_request\": \"Three months\",\n        \"client_request\": \"Six months\",\n        \"compromise\": \"Phase one by April, Phase two by August\"\n      },\n      \"relationships\": [\n        { \"type\": \"concern_for\", \"target\": \"Wipro team\" },\n        { \"type\": \"related_to\", \"target\": \"Migration\" }\n      ]\n    },\n    {\n      \"name\": \"Three months\",\n      \"type\": \"duration\",\n      \"attributes\": {\n        \"context\": \"Initial timeline for migration\"\n      },\n      \"relationships\": [\n        { \"type\": \"part_of\", \"target\": \"Timeline\" }\n      ]\n    },\n    {\n      \"name\": \"Six months\",\n      \"type\": \"duration\",\n      \"attributes\": {\n        \"context\": \"Client's requested timeline for migration\"\n      },\n      \"relationships\": [\n        { \"type\": \"part_of\", \"target\": \"Timeline\" }\n      ]\n    },\n    {\n      \"name\": \"Budget\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"approval_period\": \"Q2\"\n      },\n      \"relationships\": [\n        { \"type\": \"related_to\", \"target\": \"Migration\" },\n        { \"type\": \"communicated_via\", \"target\": \"Budget email\" }\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"Quarter\",\n        \"context\": \"Budget approval period\"\n      },\n      \"relationships\": [\n        { \"type\": \"related_to\", \"target\": \"Budget\" }\n      ]\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"Specific date\",\n        \"context\": \"Deliverable deadline\"\n      },\n      \"relationships\": [\n        { \"type\": \"deadline_for\", \"target\": \"Deliverable\" }\n      ]\n    },\n    {\n      \"name\": \"Deliverable\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"deadline\": \"April end\"\n      },\n      \"relationships\": [\n        { \"type\": \"related_to\", \"target\": \"Migration\" }\n      ]\n    },\n    {\n      \"name\": \"Phase one\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"deadline\": \"April\",\n        \"focus\": \"Core API migration\"\n      },\n      \"relationships\": [\n        { \"type\": \"part_of\", \"target\": \"Migration\" },\n        { \"type\": \"precedes\", \"target\": \"Phase two\" }\n      ]\n    },\n    {\n      \"name\": \"April\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"Month\",\n        \"context\": \"Deadline for Phase one\"\n      },\n      \"relationships\": [\n        { \"type\": \"deadline_for\", \"target\": \"Phase one\" }\n      ]\n    },\n    {\n      \"name\": \"Phase two\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"deadline\": \"August\",\n        \"focus\": \"Legacy batch jobs\"\n      },\n      \"relationships\": [\n        { \"type\": \"part_of\", \"target\": \"Migration\" },\n        { \"type\": \"follows\", \"target\": \"Phase one\" }\n      ]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"type\": \"Month\",\n        \"context\": \"Deadline for Phase two\"\n      },\n      \"relationships\": [\n        { \"type\": \"deadline_for\", \"target\": \"Phase two\" }\n      ]\n    },\n    {\n      \"name\": \"Core API migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"First part of the migration\"\n      },\n      \"relationships\": [\n        { \"type\": \"part_of\", \"target\": \"Phase one\" },\n        { \"type\": \"part_of\", \"target\": \"Migration\" }\n      ]\n    },\n    {\n      \"name\": \"Legacy batch jobs\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Second part of the migration\"\n      },\n      \"relationships\": [\n        { \"type\": \"part_of\", \"target\": \"Phase two\" },\n        { \"type\": \"part_of\", \"target\": \"Migration\" }\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former Client lead\",\n        \"status\": \"Moved to another project\"\n      },\n      \"relationships\": [\n        { \"type\": \"preceded\", \"target\": \"Kavitha\" }\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"New Client lead\",\n        \"description\": \"Very detail-oriented\"\n      },\n      \"relationships\": [\n        { \"type\": \"succeeded\", \"target\": \"Prashant\" },\n        { \"type\": \"requests\", \"target\": \"Documentation\" },\n        { \"type\": \"receives_email_from\", \"target\": \"Rajesh\" },\n        { \"type\": \"receives_mail_from\", \"target\": \"Manjunath\" },\n        { \"type\": \"wants_to_evaluate\", \"target\": \"AI features\" }\n      ]\n    },\n    {\n      \"name\": \"API endpoint\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\n        { \"type\": \"requires\", \"target\": \"Documentation\" }\n      ]\n    },\n    {\n      \"name\": \"Documentation\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"requirement\": \"For every API endpoint\",\n        \"impact\": \"Adds two weeks minimum\"\n      },\n      \"relationships\": [\n        { \"type\": \"requested_by\", \"target\": \"Kavitha\" },\n        { \"type\": \"can_be_generated_by\", \"target\": \"Swagger auto-generation\" }\n      ]\n    },\n    {\n      \"name\": \"Two weeks\",\n      \"type\": \"duration\",\n      \"attributes\": {\n        \"context\": \"Time added by documentation effort\"\n      },\n      \"relationships\": [\n        { \"type\": \"related_to\", \"target\": \"Documentation\" }\n      ]\n    },\n    {\n      \"name\": \"Dev team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Internal development team\"\n      },\n      \"relationships\": [\n        { \"type\": \"should_use\", \"target\": \"Swagger auto-generation\" }\n      ]\n    },\n    {\n      \"name\": \"Swagger auto-generation\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Tool for automatic documentation generation\",\n        \"method\": \"From type hints\"\n      },\n      \"relationships\": [\n        { \"type\": \"used_by\", \"target\": \"Dev team\" },\n        { \"type\": \"uses\", \"target\": \"Swagger\" },\n        { \"type\": \"uses\", \"target\": \"FastAPI\" },\n        { \"type\": \"generates\", \"target\": \"Documentation\" }\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Internal team member\"\n      },\n      \"relationships\": [\n        { \"type\": \"setting_up\", \"target\": \"Swagger\" },\n        { \"type\": \"involved_in\", \"target\": \"Demo\" }\n      ]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Tool\",\n        \"purpose\": \"API documentation\"\n      },\n      \"relationships\": [\n        { \"type\": \"set_up_by\", \"target\": \"Rohan\" },\n        { \"type\": \"used_with\", \"target\": \"FastAPI\" }\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Framework\",\n        \"purpose\": \"API development\"\n      },\n      \"relationships\": [\n        { \"type\": \"used_with\", \"target\": \"Swagger\" }\n      ]\n    },\n    {\n      \"name\": \"Type hints\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"context\": \"Used by Swagger with FastAPI for auto-generation\"\n      },\n      \"relationships\": [\n        { \"type\": \"source_for\", \"target\": \"Swagger auto-generation\" }\n      ]\n    },\n    {\n      \"name\": \"Demo\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"timing\": \"Tomorrow (implied 'Naalke')\",\n        \"topic\": \"Swagger with FastAPI setup\"\n      },\n      \"relationships\": [\n        { \"type\": \"involved_with\", \"target\": \"Rohan\" }\n      ]\n    },\n    {\n      \"name\": \"Budget email\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"status\": \"To be sent today\"\n      },\n      \"relationships\": [\n        { \"type\": \"sent_to\", \"target\": \"Kavitha\" },\n        { \"type\": \"CC'd\", \"target\": \"Manjunath\" },",
        "latency_ms": 16933.2,
        "tokens_in": 469,
        "tokens_out": 2880
      },
      {
        "model": "claude-sonnet",
        "model_display": "Claude Sonnet 4.6",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project manager or senior stakeholder\",\n        \"language\": \"Kannada/English\",\n        \"responsibilities\": \"Budget oversight, client communication, team direction\"\n      },\n      \"relationships\": [\n        \"Colleague of Rajesh\",\n        \"Oversees Wipro client engagement\",\n        \"Will send roadmap email to Kavitha\",\n        \"To be CC'd on budget email\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project coordinator or team lead\",\n        \"language\": \"Kannada/English\",\n        \"responsibilities\": \"Client calls, timeline negotiation, meeting notes, budget email\"\n      },\n      \"relationships\": [\n        \"Colleague of Manjunath\",\n        \"Point of contact with Wipro/Kavitha\",\n        \"Works with Rohan on technical setup\",\n        \"Will upload meeting notes to Confluence\"\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client lead at Wipro\",\n        \"personality\": \"Detail-oriented\",\n        \"requirements\": \"Documentation for every API endpoint\"\n      },\n      \"relationships\": [\n        \"Replaced Prashant as client lead\",\n        \"Works at Wipro\",\n        \"Will receive budget email from Rajesh (CC Manjunath)\",\n        \"Will receive roadmap email from Manjunath\",\n        \"Interested in AI document classification module\"\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former client lead at Wipro\",\n        \"status\": \"Moved to another project\"\n      },\n      \"relationships\": [\n        \"Previously worked at Wipro as client lead\",\n        \"Replaced by Kavitha\"\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"current task\": \"Setting up Swagger with FastAPI for auto-documentation\"\n      },\n      \"relationships\": [\n        \"Member of the internal dev team\",\n        \"Coordinating with Rajesh on Swagger setup\",\n        \"Scheduled demo in four days\"\n      ]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Client organization\",\n        \"concern\": \"Migration timeline \u2014 requested six months instead of three\"\n      },\n      \"relationships\": [\n        \"Client of Manjunath and Rajesh's organization\",\n        \"Led by Kavitha (new lead)\",\n        \"Previously led by Prashant\"\n      ]\n    },\n    {\n      \"name\": \"Migration Project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scope\": \"Core API migration and legacy batch jobs\",\n        \"original timeline\": \"Three months (client concern)\",\n        \"negotiated timeline\": \"Phase one by April, phase two by August\",\n        \"client requested timeline\": \"Six months\"\n      },\n      \"relationships\": [\n        \"Managed by Rajesh and Manjunath\",\n        \"Client is Wipro/Kavitha\",\n        \"Involves Core API migration and legacy batch jobs\"\n      ]\n    },\n    {\n      \"name\": \"Phase One\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"deliverable\": \"Core API migration\",\n        \"deadline\": \"April (end)\"\n      },\n      \"relationships\": [\n        \"Part of Migration Project\",\n        \"Precedes Phase Two\",\n        \"Tied to Q2 budget approval deadline\"\n      ]\n    },\n    {\n      \"name\": \"Phase Two\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"deliverable\": \"Legacy batch jobs migration\",\n        \"deadline\": \"August\"\n      },\n      \"relationships\": [\n        \"Part of Migration Project\",\n        \"Follows Phase One\"\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Budget approval deadline\",\n        \"constraint\": \"April end deliverable required\"\n      },\n      \"relationships\": [\n        \"Linked to Migration Project budget\",\n        \"Drives Phase One deadline\"\n      ]\n    },\n    {\n      \"name\": \"April\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Phase one deliverable deadline\",\n        \"context\": \"End of April\"\n      },\n      \"relationships\": [\n        \"Deadline for Phase One\",\n        \"Aligns with Q2 budget approval\"\n      ]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Phase two deliverable deadline\"\n      },\n      \"relationships\": [\n        \"Deadline for Phase Two\"\n      ]\n    },\n    {\n      \"name\": \"Q3\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"significance\": \"Roadmap period for AI features\"\n      },\n      \"relationships\": [\n        \"Contains document classification module in roadmap\"\n      ]\n    },\n    {\n      \"name\": \"Thursday 2 PM IST\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"type\": \"Weekly sync meeting\",\n        \"frequency\": \"Every Thursday\",\n        \"time\": \"2 PM IST\"\n      },\n      \"relationships\": [\n        \"Involves Rajesh and Kavitha/Wipro team\",\n        \"Set up by Rajesh on Manjunath's instruction\"\n      ]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"purpose\": \"API documentation auto-generation\",\n        \"integration\": \"Used with FastAPI, generates docs from type hints\",\n        \"status\": \"Being set up by Rohan\"\n      },\n      \"relationships\": [\n        \"Used by Rohan\",\n        \"Addresses Kavitha's documentation requirement\",\n        \"Integrated with FastAPI\"\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Python web framework\",\n        \"feature used\": \"Type hints for Swagger auto-generation\"\n      },\n      \"relationships\": [\n        \"Used with Swagger by Rohan\",\n        \"Part of the migration tech stack\"\n      ]\n    },\n    {\n      \"name\": \"Document Classification Module\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"category\": \"AI feature\",\n        \"status\": \"On Q3 roadmap\",\n        \"client interest\": \"Kavitha/Wipro want to evaluate it\"\n      },\n      \"relationships\": [\n        \"Part of Q3 roadmap\",\n        \"Of interest to Kavitha/Wipro\",\n        \"Deferred from current migration focus\"\n      ]\n    },\n    {\n      \"name\": \"Core API Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"priority\": \"First in migration sequence\",\n        \"deadline\": \"April (Phase One)\"\n      },\n      \"relationships\": [\n        \"Part of Phase One\",\n        \"Precedes legacy batch jobs migration\"\n      ]\n    },\n    {\n      \"name\": \"Legacy Batch Jobs\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"priority\": \"Second in migration sequence\",\n        \"deadline\": \"August (Phase Two)\"\n      },\n      \"relationships\": [\n        \"Part of Phase Two\",\n        \"Follows Core API migration\"\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Documentation/collaboration platform\",\n        \"usage\": \"Uploading meeting notes\"\n      },\n      \"relationships\": [\n        \"Used by Rajesh to upload meeting notes\",\n        \"Part of team documentation workflow\"\n      ]\n    },\n    {\n      \"name\": \"Budget Email\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"sender\": \"Rajesh\",\n        \"recipient\": \"Kavitha\",\n        \"CC\": \"Manjunath\",\n        \"deadline\": \"Today\"\n      },\n      \"relationships\": [\n        \"Sent by Rajesh to Kavitha\",\n        \"CC to Manjunath\",\n        \"Related to Migration Project budget\"\n      ]\n    },\n    {\n      \"name\": \"Meeting Notes\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"author\": \"Rajesh\",\n        \"destination\": \"Confluence\",\n        \"deadline\": \"End of day\"\n      },\n      \"relationships\": [\n        \"Created by Rajesh\",\n        \"Uploaded to Confluence\"\n      ]\n    },\n    {\n      \"name\": \"Swagger Demo\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"scheduled\": \"In four days\",\n        \"presenter\": \"Rohan\"\n      },\n      \"relationships\": [\n        \"Organized by Rohan\",\n        \"Demonstrates Swagger/FastAPI integration\",\n        \"Relevant to Kavitha's documentation requirement\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 27251.3,
        "tokens_in": 530,
        "tokens_out": 2310
      },
      {
        "model": "gemini-3-pro",
        "model_display": "Gemini 3 Pro (Preview)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Internal team member\",\n        \"Manager/Lead role\"\n      ],\n      \"relationships\": [\n        \"Colleague of Rajesh\",\n        \"Will email Kavitha regarding roadmap\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Internal team member\"\n      ],\n      \"relationships\": [\n        \"Colleague of Manjunath\",\n        \"Had a call with Wipro team\",\n        \"Will upload notes to Confluence\"\n      ]\n    },\n    {\n      \"name\": \"Wipro team\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Client\"\n      ],\n      \"relationships\": [\n        \"Discussed migration with Rajesh\",\n        \"Requested six month timeline\"\n      ]\n    },\n    {\n      \"name\": \"Migration\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Project scope\"\n      ],\n      \"relationships\": [\n        \"Subject of client call\",\n        \"Includes Core API and Legacy batch jobs\"\n      ]\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Deadline for Phase one\"\n      ],\n      \"relationships\": [\n        \"Deliverable due date\"\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Budget approval period\"\n      ],\n      \"relationships\": [\n        \"Limit for current budget approval\"\n      ]\n    },\n    {\n      \"name\": \"Phase one\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Project milestone\",\n        \"Due by April\"\n      ],\n      \"relationships\": [\n        \"Focuses on Core API migration\"\n      ]\n    },\n    {\n      \"name\": \"Phase two\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Project milestone\",\n        \"Due by August\"\n      ],\n      \"relationships\": [\n        \"Focuses on Legacy batch jobs\"\n      ]\n    },\n    {\n      \"name\": \"Core API migration\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Technical task\"\n      ],\n      \"relationships\": [\n        \"Part of Phase one\"\n      ]\n    },\n    {\n      \"name\": \"Legacy batch jobs\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Technical task\"\n      ],\n      \"relationships\": [\n        \"Part of Phase two\"\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Former Client Lead\"\n      ],\n      \"relationships\": [\n        \"Moved to another project\"\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"New Client Lead\",\n        \"Detail-oriented\"\n      ],\n      \"relationships\": [\n        \"Replaced Prashant\",\n        \"Requested API documentation\",\n        \"Interested in AI features\"\n      ]\n    },\n    {\n      \"name\": \"Documentation\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Requirement for every API endpoint\"\n      ],\n      \"relationships\": [\n        \"Requested by Kavitha\",\n        \"Adds two weeks to timeline\"\n      ]\n    },\n    {\n      \"name\": \"Dev team\",\n      \"type\": \"organization\",\n      \"attributes\": [\n        \"Internal group\"\n      ],\n      \"relationships\": [\n        \"Instructed to use Swagger\"\n      ]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Software tool\",\n        \"Auto-generation capability\"\n      ],\n      \"relationships\": [\n        \"Being set up by Rohan\",\n        \"Used with FastAPI\"\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": [\n        \"Developer\"\n      ],\n      \"relationships\": [\n        \"Setting up Swagger with FastAPI\",\n        \"Giving a demo tomorrow\"\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Software framework\"\n      ],\n      \"relationships\": [\n        \"Used by Rohan\",\n        \"Generates documentation from type hints\"\n      ]\n    },\n    {\n      \"name\": \"Demo\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Scheduled for tomorrow (Naalke)\"\n      ],\n      \"relationships\": [\n        \"Led by Rohan\"\n      ]\n    },\n    {\n      \"name\": \"Budget email\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Communication task\"\n      ],\n      \"relationships\": [\n        \"To be sent by Rajesh to Kavitha\",\n        \"CC Manjunath\"\n      ]\n    },\n    {\n      \"name\": \"Weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": [\n        \"Recurring meeting\",\n        \"Every Thursday 2 PM IST\"\n      ],\n      \"relationships\": [\n        \"To be set up by Rajesh\"\n      ]\n    },\n    {\n      \"name\": \"AI features\",\n      \"type\": \"topic\",\n      \"attributes\": [\n        \"Product capability\"\n      ],\n      \"relationships\": [\n        \"Evaluated by client\",\n        \"Includes document classification module\"\n      ]\n    },\n    {\n      \"name\": \"Document classification module\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Specific AI feature\"\n      ],\n      \"relationships\": [\n        \"Interest expressed by Kavitha\"\n      ]\n    },\n    {\n      \"name\": \"Q3\",\n      \"type\": \"date\",\n      \"attributes\": [\n        \"Future timeline\"\n      ],\n      \"relationships\": [\n        \"Timeframe for AI features roadmap\"\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": [\n        \"Documentation platform\"\n      ],\n      \"relationships\": [\n        \"Platform for uploading meeting notes\"\n      ]\n    }\n  ]\n}\n```",
        "latency_ms": 28114.5,
        "tokens_in": 469,
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      },
      {
        "model": "claude-opus",
        "model_display": "Claude Opus 4.6",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "\n\n```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Senior team member / manager\",\n        \"description\": \"Oversees budget, project roadmap, and client communications. Provides technical guidance and strategic direction.\"\n      },\n      \"relationships\": [\n        \"Colleague of Rajesh\",\n        \"Plans to email Kavitha about the roadmap\",\n        \"CC'd on budget email to Kavitha\",\n        \"Involved in Wipro migration project\"\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project coordinator / team member\",\n        \"description\": \"Handles client calls, negotiates timelines, coordinates with dev team, and manages meeting documentation.\"\n      },\n      \"relationships\": [\n        \"Colleague of Manjunath\",\n        \"Had client call with Wipro team\",\n        \"Works with Rohan on technical setup\",\n        \"Interacts with Kavitha as the new client lead\",\n        \"Uploads meeting notes to Confluence\"\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"New client lead from Wipro\",\n        \"description\": \"Very detail-oriented. Requires documentation for every API endpoint. Interested in evaluating AI features including the document classification module.\"\n      },\n      \"relationships\": [\n        \"Replaced Prashant as client lead\",\n        \"Works with Wipro\",\n        \"Recipient of budget email from Rajesh\",\n        \"To receive roadmap email from Manjunath\"\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former client lead from Wipro\",\n        \"description\": \"Previously the client lead, moved to another project.\"\n      },\n      \"relationships\": [\n        \"Former client lead replaced by Kavitha\",\n        \"Associated with Wipro\"\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Setting up Swagger with FastAPI for auto-generated API documentation.\"\n      },\n      \"relationships\": [\n        \"Part of the dev team\",\n        \"Working on Swagger and FastAPI setup\",\n        \"Has a demo scheduled for the next day\"\n      ]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Client organization involved in the migration project. Has concerns about the three-month timeline and prefers six months.\"\n      },\n      \"relationships\": [\n        \"Client of Manjunath and Rajesh's team\",\n        \"Kavitha is the new lead from Wipro\",\n        \"Prashant was the former lead from Wipro\"\n      ]\n    },\n    {\n      \"name\": \"Migration Project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A phased migration project involving Core API migration (Phase 1) and legacy batch jobs migration (Phase 2). Originally planned for three months, negotiated to a phased approach.\",\n        \"phase_one_deadline\": \"April (end)\",\n        \"phase_two_deadline\": \"August\",\n        \"scope\": \"Core API migration first, then legacy batch jobs\"\n      },\n      \"relationships\": [\n        \"Client is Wipro\",\n        \"Managed by Manjunath and Rajesh's team\",\n        \"Budget approved through Q2\"\n      ]\n    },\n    {\n      \"name\": \"Core API Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Phase one of the migration project, involving migration of core APIs. Deadline is April end.\"\n      },\n      \"relationships\": [\n        \"Part of the Migration Project (Phase 1)\",\n        \"Requires API endpoint documentation\"\n      ]\n    },\n    {\n      \"name\": \"Legacy Batch Jobs Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Phase two of the migration project, involving migration of legacy batch jobs. Deadline is August.\"\n      },\n      \"relationships\": [\n        \"Part of the Migration Project (Phase 2)\"\n      ]\n    },\n    {\n      \"name\": \"Document Classification Module\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"An AI feature that Kavitha/Wipro wants to evaluate. Currently planned for Q3 roadmap.\"\n      },\n      \"relationships\": [\n        \"Part of Q3 roadmap\",\n        \"Requested for evaluation by Kavitha/Wipro\",\n        \"Categorized under AI features\"\n      ]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"API documentation tool being set up for auto-generation of API documentation from type hints.\"\n      },\n      \"relationships\": [\n        \"Being set up by Rohan\",\n        \"Used with FastAPI\",\n        \"Supports the documentation requirement for the migration project\"\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Python web framework used in the project. Supports auto-generation of Swagger docs from type hints.\"\n      },\n      \"relationships\": [\n        \"Used by Rohan for Swagger auto-generation\",\n        \"Part of the technical stack for the migration project\"\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Documentation and collaboration platform used for uploading meeting notes.\"\n      },\n      \"relationships\": [\n        \"Rajesh uploads meeting notes to Confluence\"\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Quarter 2 \u2014 the period until which the budget has been approved.\"\n      },\n      \"relationships\": [\n        \"Budget approval period for the migration project\"\n      ]\n    },\n    {\n      \"name\": \"Q3\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Quarter 3 \u2014 the period when the AI features / document classification module is on the roadmap.\"\n      },\n      \"relationships\": [\n        \"Roadmap period for Document Classification Module and AI features\"\n      ]\n    },\n    {\n      \"name\": \"April End\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for Phase 1 deliverable (Core API migration).\"\n      },\n      \"relationships\": [\n        \"Deadline for Phase 1 of the Migration Project\"\n      ]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for Phase 2 deliverable (Legacy batch jobs migration).\"\n      },\n      \"relationships\": [\n        \"Deadline for Phase 2 of the Migration Project\"\n      ]\n    },\n    {\n      \"name\": \"Weekly Sync \u2014 Thursday 2 PM IST\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A recurring weekly sync meeting scheduled every Thursday at 2 PM IST.\"\n      },\n      \"relationships\": [\n        \"Set up by Rajesh\",\n        \"Related to the Wipro migration project\"\n      ]\n    },\n    {\n      \"name\": \"Swagger Demo\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"A demo of the Swagger auto-generation setup with FastAPI, scheduled for the next day.\"\n      },\n      \"relationships\": [\n        \"Being conducted by Rohan\",\n        \"Related to API documentation efforts\"\n      ]\n    },\n    {\n      \"name\": \"AI Features\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"A set of features including the document classification module that Wipro/Kavitha wants to evaluate.\"\n      },\n      \"relationships\": [\n        \"Includes Document Classification Module\",\n        \"Planned for Q3 roadmap\",\n        \"Requested for evaluation by Wipro/Kavitha\"\n      ]\n    }\n  ]\n}\n```",
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        "tokens_in": 530,
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      },
      {
        "model": "gemini-3.1-pro",
        "model_display": "Gemini 3.1 Pro (Preview)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": \"Speaker, colleague or manager of Rajesh\",\n      \"relationships\": \"Discussing project updates with Rajesh, will email Kavitha regarding the Q3 roadmap, requested to be CC'd on the budget email\"\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": \"Speaker, project team member\",\n      \"relationships\": \"Reporting to Manjunath, interacting with Wipro team/Kavitha, will send budget email to Kavitha, uploading meeting notes to Confluence\"\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": \"Client team\",\n      \"relationships\": \"Client of Manjunath and Rajesh, requested a six-month timeline for the Migration\"\n    },\n    {\n      \"name\": \"Migration\",\n      \"type\": \"topic\",\n      \"attributes\": \"Project involving Core API and legacy batch jobs\",\n      \"relationships\": \"Discussed by Manjunath, Rajesh, and Wipro; split into Phase one and Phase two\"\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": \"Budget approval limit timeframe\",\n      \"relationships\": \"Constrains the timeline for the Migration project\"\n    },\n    {\n      \"name\": \"April\",\n      \"type\": \"date\",\n      \"attributes\": \"Deadline for Phase one\",\n      \"relationships\": \"Target delivery date for Phase one of the Migration (Core API)\"\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": \"Deadline for Phase two\",\n      \"relationships\": \"Target delivery date for Phase two of the Migration (legacy batch jobs)\"\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": \"Former client lead\",\n      \"relationships\": \"Moved to another project, replaced by Kavitha\"\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": \"New client lead at Wipro, detail-oriented\",\n      \"relationships\": \"Replaced Prashant, requested API documentation, wants to evaluate AI features, receiving budget email from Rajesh\"\n    },\n    {\n      \"name\": \"Dev team\",\n      \"type\": \"organization\",\n      \"attributes\": \"Development team\",\n      \"relationships\": \"Instructed by Manjunath to use Swagger for auto-generation\"\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": \"API documentation auto-generation tool\",\n      \"relationships\": \"Being set up by Rohan to automate documentation for Kavitha\"\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": \"Developer\",\n      \"relationships\": \"Setting up Swagger with FastAPI\"\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": \"Software framework\",\n      \"relationships\": \"Used by Rohan in conjunction with Swagger\"\n    },\n    {\n      \"name\": \"Demo\",\n      \"type\": \"event\",\n      \"attributes\": \"Scheduled for tomorrow (naalke)\",\n      \"relationships\": \"Will showcase the Swagger and FastAPI setup\"\n    },\n    {\n      \"name\": \"Weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": \"Recurring meeting, every Thursday 2 PM IST\",\n      \"relationships\": \"Rajesh is setting this up with Kavitha/Wipro\"\n    },\n    {\n      \"name\": \"Document classification module\",\n      \"type\": \"object\",\n      \"attributes\": \"AI feature\",\n      \"relationships\": \"Kavitha wants to evaluate it; Manjunath noted it is on the Q3 roadmap\"\n    },\n    {\n      \"name\": \"Q3\",\n      \"type\": \"date\",\n      \"attributes\": \"Roadmap timeframe\",\n      \"relationships\": \"Scheduled timeframe for the Document classification module/AI features\"\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": \"Workspace/Documentation platform\",\n      \"relationships\": \"Rajesh will upload the meeting notes here by end of day\"\n    }\n  ]\n}\n```",
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      {
        "model": "gemini-pro",
        "model_display": "Gemini 2.5 Pro",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Manager/Team Lead\"\n      },\n      \"relationships\": [\n        {\n          \"type\": \"manages\",\n          \"target\": \"Rajesh\"\n        },\n        {\n          \"type\": \"oversees\",\n          \"target\": \"Migration Project\"\n        },\n        {\n          \"type\": \"suggested using\",\n          \"target\": \"Swagger\"\n        },\n        {\n          \"type\": \"will contact",
        "latency_ms": 29063.6,
        "tokens_in": 469,
        "tokens_out": 140
      },
      {
        "model": "ministral-14b",
        "model_display": "Ministral 3 14B (Local)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Lead / Manager\",\n        \"description\": \"Initiates discussions, approves plans, and coordinates with Rajesh and the client team\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"colleague\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"communication\"\n        },\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"client call\",\n          \"type\": \"participant\"\n        },\n        {\n          \"entity\": \"document classification module\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Q3 roadmap\",\n          \"type\": \"planning\"\n        },\n        {\n          \"entity\": \"weekly sync\",\n          \"type\": \"organizer\"\n        },\n        {\n          \"entity\": \"budget email\",\n          \"type\": \"sender\"\n        },\n        {\n          \"entity\": \"Confluence\",\n          \"type\": \"user\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Coordinator / Team Member\",\n        \"description\": \"Provides updates, negotiates timelines, and communicates with the client team\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"colleague\"\n        },\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"client call\",\n          \"type\": \"participant\"\n        },\n        {\n          \"entity\": \"Prashant\",\n          \"type\": \"replacement\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"communication\"\n        },\n        {\n          \"entity\": \"Swagger\",\n          \"type\": \"implementer\"\n        },\n        {\n          \"entity\": \"FastAPI\",\n          \"type\": \"technical_setup\"\n        },\n        {\n          \"entity\": \"Rohan\",\n          \"type\": \"collaboration\"\n        },\n        {\n          \"entity\": \"document classification module\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Confluence\",\n          \"type\": \"user\"\n        }\n      ]\n    },\n    {\n      \"name\": \"client call\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Discussion about Helidru migration project with the client team\",\n        \"outcome\": \"Concerns about timeline and budget\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"participant\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"participant\"\n        },\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"vendor\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"topic\"\n        },\n        {\n          \"entity\": \"timeline\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"budget\",\n          \"type\": \"discussion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Vendor/Service Provider\",\n        \"description\": \"IT services company handling the migration project for the client\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"client call\",\n          \"type\": \"vendor\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"project_owner\"\n        },\n        {\n          \"entity\": \"Prashant\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"Rohan\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"Dev team\",\n          \"type\": \"team\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Helidru migration\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Migration project for the client's system\",\n        \"status\": \"In progress\",\n        \"phases\": [\"Core API migration\", \"Legacy batch jobs\"],\n        \"timeline\": {\n          \"client_requested\": \"Six months\",\n          \"proposed\": {\n            \"phase_one\": \"April\",\n            \"phase_two\": \"August\"\n          }\n        }\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"client call\",\n          \"type\": \"topic\"\n        },\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"project_owner\"\n        },\n        {\n          \"entity\": \"timeline\",\n          \"type\": \"component\"\n        },\n        {\n          \"entity\": \"budget\",\n          \"type\": \"component\"\n        },\n        {\n          \"entity\": \"Core API migration\",\n          \"type\": \"sub_event\"\n        },\n        {\n          \"entity\": \"Legacy batch jobs\",\n          \"type\": \"sub_event\"\n        },\n        {\n          \"entity\": \"Prashant\",\n          \"type\": \"previous_lead\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"current_lead\"\n        },\n        {\n          \"entity\": \"Dev team\",\n          \"type\": \"executor\"\n        },\n        {\n          \"entity\": \"Swagger\",\n          \"type\": \"tool\"\n        },\n        {\n          \"entity\": \"FastAPI\",\n          \"type\": \"tool\"\n        },\n        {\n          \"entity\": \"documentation\",\n          \"type\": \"component\"\n        }\n      ]\n    },\n    {\n      \"name\": \"timeline\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Project duration and milestones\",\n        \"client_request\": \"Six months\",\n        \"proposed\": {\n          \"compromise\": \"Phase one by April, phase two by August\"\n        },\n        \"current_status\": \"Three months proposed by Wipro\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"client call\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"component\"\n        },\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Core API migration\",\n          \"type\": \"phase\"\n        },\n        {\n          \"entity\": \"Legacy batch jobs\",\n          \"type\": \"phase\"\n        },\n        {\n          \"entity\": \"Q2\",\n          \"type\": \"budget_approval\"\n        }\n      ]\n    },\n    {\n      \"name\": \"budget\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Project funding and approval status\",\n        \"approval_status\": \"Pending (Q2 approval expected)\",\n        \"deliverable\": \"April end\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"client call\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"component\"\n        },\n        {\n          \"entity\": \"Q2\",\n          \"type\": \"approval_period\"\n        },\n        {\n          \"entity\": \"budget email\",\n          \"type\": \"communication\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"recipient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client Lead (previous)\",\n        \"description\": \"Former lead for the client team, now moved to another project\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"previous_lead\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"replacement_topic\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"successor\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client Lead (current)\",\n        \"description\": \"Detail-oriented, focuses on API endpoint documentation\",\n        \"special_interest\": \"AI features evaluation (document classification module)\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"current_lead\"\n        },\n        {\n          \"entity\": \"Prashant\",\n          \"type\": \"successor\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"communication\"\n        },\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"communication\"\n        },\n        {\n          \"entity\": \"documentation\",\n          \"type\": \"focus_area\"\n        },\n        {\n          \"entity\": \"document classification module\",\n          \"type\": \"evaluation_interest\"\n        },\n        {\n          \"entity\": \"budget email\",\n          \"type\": \"recipient\"\n        },\n        {\n          \"entity\": \"Q3 roadmap\",\n          \"type\": \"recipient\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Core API migration\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"First phase of Helidru migration\",\n        \"timeline\": \"April (proposed)\",\n        \"priority\": \"Higher priority over legacy batch jobs\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"sub_event\"\n        },\n        {\n          \"entity\": \"Legacy batch jobs\",\n          \"type\": \"sequential\"\n        },\n        {\n          \"entity\": \"timeline\",\n          \"type\": \"phase\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"oversight\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Legacy batch jobs\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Second phase of Helidru migration\",\n        \"timeline\": \"August (proposed)\",\n        \"priority\": \"Lower priority, executed after Core API migration\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"sub_event\"\n        },\n        {\n          \"entity\": \"Core API migration\",\n          \"type\": \"sequential\"\n        },\n        {\n          \"entity\": \"timeline\",\n          \"type\": \"phase\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"oversight\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Dev team\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"role\": \"Development Team\",\n        \"description\": \"Responsible for implementing migration and using tools like Swagger\",\n        \"tool\": \"Swagger auto-generation\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"team\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"executor\"\n        },\n        {\n          \"entity\": \"Swagger\",\n          \"type\": \"user\"\n        },\n        {\n          \"entity\": \"FastAPI\",\n          \"type\": \"user\"\n        },\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"supervision\"\n        },\n        {\n          \"entity\": \"Rohan\",\n          \"type\": \"member\"\n        }\n      ]\n    },\n    {\n      \"name\": \"documentation\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"API endpoint documentation\",\n        \"status\": \"Required by client\",\n        \"effort_estimate\": \"Two weeks minimum\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"component\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"requirement\"\n        },\n        {\n          \"entity\": \"Dev team\",\n          \"type\": \"responsible\"\n        },\n        {\n          \"entity\": \"Swagger\",\n          \"type\": \"automation_tool\"\n        },\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"discussion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Tool for API documentation and auto-generation\",\n        \"usage\": \"Auto-generates documentation from type hints\",\n        \"framework\": \"FastAPI\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Dev team\",\n          \"type\": \"user\"\n        },\n        {\n          \"entity\": \"Helidru migration\",\n          \"type\": \"tool\"\n        },\n        {\n          \"entity\": \"documentation\",\n          \"type\": \"automation_tool\"\n        },\n        {\n          \"entity\": \"FastAPI\",\n          \"type\": \"integration\"\n        },\n        {\n          \"entity\": \"Rohan\",\n          \"type\": \"setup_responsible\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"discussion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Web framework for building APIs\",\n        \"feature\": \"Auto-generates Swagger documentation from type hints\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Swagger\",\n          \"type\": \"integration\"\n        },\n        {\n          \"entity\": \"Dev team\",\n          \"type\": \"user\"\n        },\n        {\n          \"entity\": \"Rohan\",\n          \"type\": \"setup_responsible\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"discussion\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"description\": \"Setting up Swagger with FastAPI for auto-documentation\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Wipro\",\n          \"type\": \"employer\"\n        },\n        {\n          \"entity\": \"Dev team\",\n          \"type\": \"member\"\n        },\n        {\n          \"entity\": \"Swagger\",\n          \"type\": \"setup_responsible\"\n        },\n        {\n          \"entity\": \"FastAPI\",\n          \"type\": \"setup_responsible\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"collaboration\"\n        }\n      ]\n    },\n    {\n      \"name\": \"budget email\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Email to communicate budget details\",\n        \"action\": \"Send to Kavitha\",\n        \"CC\": \"Manjunath\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"sender\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"recipient\"\n        },\n        {\n          \"entity\": \"budget\",\n          \"type\": \"communication\"\n        }\n      ]\n    },\n    {\n      \"name\": \"weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Regular meeting to discuss project progress\",\n        \"frequency\": \"Weekly\",\n        \"time\": \"Every Thursday 2 PM IST\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"organizer\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"agreement\"\n        }\n      ]\n    },\n    {\n      \"name\": \"document classification module\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"AI feature for classifying documents\",\n        \"status\": \"To be evaluated by client\",\n        \"timeline\": \"Q3 roadmap\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"evaluation_interest\"\n        },\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"discussion\"\n        },\n        {\n          \"entity\": \"Q3 roadmap\",\n          \"type\": \"future_plan\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Q3 roadmap\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Future plans and features for the project\",\n        \"focus\": \"AI features like document classification module\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"planning\"\n        },\n        {\n          \"entity\": \"Kavitha\",\n          \"type\": \"recipient\"\n        },\n        {\n          \"entity\": \"document classification module\",\n          \"type\": \"future_plan\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Collaboration and documentation tool\",\n        \"action\": \"Upload meeting notes\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"user\"\n        },\n        {\n          \"entity\": \"Manjunath\",\n          \"type\": \"user\"\n        },\n        {\n          \"entity\": \"meeting notes\",\n          \"type\": \"storage\"\n        }\n      ]\n    },\n    {\n      \"name\": \"meeting notes\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Notes from discussions\",\n        \"action\": \"Upload to Confluence by end of day\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Rajesh\",\n          \"type\": \"responsible\"\n        },\n        {\n          \"entity\": \"Confluence\",\n          \"type\": \"storage\"\n        }\n      ]\n    },\n    {\n      \"name\": \"April\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"End of phase one for migration\",\n        \"role\": \"Deliverable deadline\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Core API migration\",\n          \"type\": \"timeline\"\n        },\n        {\n          \"entity\": \"budget\",\n          \"type\": \"deliverable\"\n        },\n        {\n          \"entity\": \"timeline\",\n          \"type\": \"phase\"\n        }\n      ]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"End of phase two for migration\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"Legacy batch jobs\",\n          \"type\": \"timeline\"\n        },\n        {\n          \"entity\": \"timeline\",\n          \"type\": \"phase\"\n        }\n      ]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Quarter for budget approval\",\n        \"role\": \"Approval period\"\n      },\n      \"relationships\": [\n        {\n          \"entity\": \"budget\",\n          \"type\": \"approval_period\"\n        },\n        {\n          \"entity\": \"timeline\",\n          \"type\": \"component\"\n        }\n      ]\n    }\n  ]\n}\n```",
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        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Manager or Lead\"\n      },\n      \"relationships\": {\n        \"interacts_with\": [\"Rajesh\", \"Kavitha\"]\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Member or Developer\"\n      },\n      \"relationships\": {\n        \"interacts_with\": [\"Manjunath\", \"Kavitha\", \"Rohan\"]\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Member or Developer\"\n      },\n      \"relationships\": {\n        \"interacts_with\": [\"Manjunath\", \"Kavitha\", \"Rohan\"]\n      }\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"Client organization involved in migration project\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"migration\", \"client call\"]\n      }\n    },\n    {\n      \"name\": \"migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Project involving moving systems or data\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Wipro\", \"Core API\", \"legacy batch jobs\"]\n      }\n    },\n    {\n      \"name\": \"Core API\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Critical API being migrated in phase one\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"migration\", \"Swagger\", \"FastAPI\"]\n      }\n    },\n    {\n      \"name\": \"legacy batch jobs\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Old batch processes to be migrated in phase two\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"migration\"]\n      }\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"API documentation tool\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Rohan\", \"FastAPI\", \"documentation\"]\n      }\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Web framework used for API development\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Swagger\", \"Rohan\"]\n      }\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer or Engineer\"\n      },\n      \"relationships\": {\n        \"interacts_with\": [\"Swagger\", \"FastAPI\"]\n      }\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client Lead\"\n      },\n      \"relationships\": {\n        \"interacts_with\": [\"Manjunath\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former Client Lead\"\n      },\n      \"relationships\": {\n        \"interacts_with\": [\"Manjunath\"]\n      }\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Second quarter of the year\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"budget\", \"delivery\"]\n      }\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"End of April\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"deliverable\"]\n      }\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Month for phase two completion\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"deliverable\"]\n      }\n    },\n    {\n      \"name\": \"Thursday 2 PM IST\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Weekly sync meeting time\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"weekly sync\"]\n      }\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Collaboration and documentation platform\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"meeting notes\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"document classification module\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"AI feature being evaluated by client\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Kavitha\", \"Q3 roadmap\"]\n      }\n    },\n    {\n      \"name\": \"Q3 roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Future plan for AI features\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"document classification module\", \"Kavitha\"]\n      }\n    },\n    {\n      \"name\": \"documentation\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Process of creating API documentation\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Swagger\", \"Kavitha\", \"documentation requirements\"]\n      }\n    },\n    {\n      \"name\": \"client call\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Meeting with client to discuss migration\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Wipro\", \"Manjunath\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Regular meeting to align on project progress\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Thursday 2 PM IST\", \"Manjunath\", \"Rajesh\"]\n      }\n    }\n  ]\n}\n```",
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        "model": "qwen3-32b-nim",
        "model_display": "Qwen3 32B NIM (NVFP4)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Manager or Lead\",\n        \"description\": \"Initiates the conversation about the client call and migration timeline.\"\n      },\n      \"relationships\": {\n        \"mentions\": [\"Rajesh\", \"Wipro\", \"Client\", \"Prashant\", \"Kavitha\"]\n      }\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Manager or Lead\",\n        \"description\": \"Provides updates on the client's concerns and migration plan.\"\n      },\n      \"relationships\": {\n        \"mentions\": [\"Manjunath\", \"Wipro\", \"Client\", \"Kavitha\", \"Rohan\"]\n      }\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"The team involved in the migration project.\"\n      },\n      \"relationships\": {\n        \"mentioned_by\": [\"Manjunath\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Client\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"description\": \"The organization receiving the migration services.\"\n      },\n      \"relationships\": {\n        \"mentioned_by\": [\"Manjunath\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Previous Client Lead\",\n        \"description\": \"Moved to another project.\"\n      },\n      \"relationships\": {\n        \"mentioned_by\": [\"Manjunath\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"New Client Lead\",\n        \"description\": \"Very detail-oriented, requires documentation for each API endpoint.\"\n      },\n      \"relationships\": {\n        \"mentioned_by\": [\"Manjunath\", \"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer or Technical Lead\",\n        \"description\": \"Setting up Swagger with FastAPI for auto-generated documentation.\"\n      },\n      \"relationships\": {\n        \"mentioned_by\": [\"Rajesh\"]\n      }\n    },\n    {\n      \"name\": \"Migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The main project task involving moving systems or data.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Wipro\", \"Client\", \"Timeline\", \"Phases\"]\n      }\n    },\n    {\n      \"name\": \"Timeline\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The schedule for completing the migration project.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Migration\", \"Three months\", \"Six months\", \"Phases\"]\n      }\n    },\n    {\n      \"name\": \"Three months\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Initial proposed timeline for migration completion.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Timeline\", \"Client\"]\n      }\n    },\n    {\n      \"name\": \"Six months\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Client's requested timeline for migration completion.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Timeline\", \"Client\"]\n      }\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Deadline for deliverables as per the budget approval.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Budget\", \"Q2\"]\n      }\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"description\": \"Budget approval period.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Budget\", \"April end\"]\n      }\n    },\n    {\n      \"name\": \"Phase one\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"First stage of the migration project to be completed by April.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Migration\", \"Core API migration\"]\n      }\n    },\n    {\n      \"name\": \"Phase two\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Second stage of the migration project to be completed by August.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Migration\", \"Legacy batch jobs\"]\n      }\n    },\n    {\n      \"name\": \"Core API migration\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The first phase of the migration project.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Phase one\", \"Legacy batch jobs\"]\n      }\n    },\n    {\n      \"name\": \"Legacy batch jobs\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"The second phase of the migration project.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Phase two\", \"Core API migration\"]\n      }\n    },\n    {\n      \"name\": \"Documentation\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Required for each API endpoint by the client lead Kavitha.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Kavitha\", \"Swagger\", \"Auto-generation\"]\n      }\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Tool used for auto-generating API documentation.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Rohan\", \"FastAPI\", \"Documentation\"]\n      }\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Framework used with Swagger for auto-generating documentation from type hints.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Swagger\", \"Rohan\"]\n      }\n    },\n    {\n      \"name\": \"Weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"description\": \"Scheduled meetings every Thursday at 2 PM IST.\",\n        \"time\": \"2 PM IST\",\n        \"frequency\": \"Weekly\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Manjunath\", \"Rajesh\", \"Kavitha\"]\n      }\n    },\n    {\n      \"name\": \"AI features\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Features the client wants to evaluate, specifically the document classification module.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Kavitha\", \"Q3 roadmap\"]\n      }\n    },\n    {\n      \"name\": \"Document classification module\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Specific AI feature being evaluated by the client.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"AI features\", \"Q3 roadmap\"]\n      }\n    },\n    {\n      \"name\": \"Q3 roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"description\": \"Future plans for AI features and document classification.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"AI features\", \"Manjunath\"]\n      }\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Platform where meeting notes will be uploaded.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Rajesh\", \"Meeting notes\"]\n      }\n    },\n    {\n      \"name\": \"Meeting notes\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"description\": \"Notes from the conversation to be uploaded to Confluence.\"\n      },\n      \"relationships\": {\n        \"related_to\": [\"Rajesh\", \"Confluence\"]\n      }\n    }\n  ]\n}\n```",
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        "model": "mistral-small",
        "model_display": "Mistral Small 3.2 (24B, Local)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Manager\"\n      },\n      \"relationships\": [\"speaks with Rajesh\", \"mentions Prashant, Kavitha, Rohan\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Member\"\n      },\n      \"relationships\": [\"speaks with Manjunath\", \"mentions Prashant, Kavitha, Rohan\"]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\"mentioned by Rajesh and Manjunath\"]\n    },\n    {\n      \"name\": \"client\",\n      \"type\": \"organization\",\n      \"attributes\": {},\n      \"relationships\": [\"has concerns about timeline\", \"mentions Prashant, Kavitha\"]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client Lead\"\n      },\n      \"relationships\": [\"mentioned by Manjunath and Rajesh\"]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"New Client Lead\",\n        \"description\": \"detail-oriented\"\n      },\n      \"relationships\": [\"mentions Rohan\", \"mentioned by Manjunath and Rajesh\"]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {},\n      \"relationships\": [\"setting up Swagger with FastAPI\", \"mentioned by Rajesh\"]\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"used for auto-generation of documentation\", \"mentioned by Manjunath and Rajesh\"]\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"used with Swagger\", \"mentioned by Rajesh\"]\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"mentions budget approval and deliverables\", \"mentioned by Manjunath\"]\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"mentions deliverable deadline\", \"mentioned by Manjunath\"]\n    },\n    {\n      \"name\": \"August\",\n      \"type\": \"date\",\n      \"attributes\": {},\n      \"relationships\": [\"mentions phase two completion\", \"mentioned by Rajesh\"]\n    },\n    {\n      \"name\": \"Core API migration\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"first priority in migration\", \"mentioned by Rajesh\"]\n    },\n    {\n      \"name\": \"legacy batch jobs\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"second priority in migration\", \"mentioned by Rajesh\"]\n    },\n    {\n      \"name\": \"documentation\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"needed for every API endpoint\", \"mentioned by Manjunath and Rajesh\"]\n    },\n    {\n      \"name\": \"budget email\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"to be sent to Kavitha\", \"mentioned by Manjunath\"]\n    },\n    {\n      \"name\": \"weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"time\": \"every Thursday 2 PM IST\"\n      },\n      \"relationships\": [\"setup mentioned by Manjunath and Rajesh\"]\n    },\n    {\n      \"name\": \"AI features\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"mentioned by Rajesh\", \"evaluation requested by client\"]\n    },\n    {\n      \"name\": \"document classification module\",\n      \"type\": \"object\",\n      \"attributes\": {},\n      \"relationships\": [\"specific AI feature mentioned by Rajesh\"]\n    },\n    {\n      \"name\": \"Q3 roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": {},\n      \"relationships\": [\"mentions AI features\", \"mentioned by Manjunath and Rajesh\"]\n    }\n  ]\n}\n```",
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        "model": "nemotron-3-nano",
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        "response": "{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": \"speaker, initiates conversation, requests budget email to Kavitha with CC\",\n      \"relationships\": \"talks to Rajesh; instructs Kavitha to send budget email and CC him; schedules weekly sync\"\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": \"respondent, provides migration status, suggests compromise, mentions new lead Kavitha\",\n      \"relationships\": \"converses with Manjunath; informs about Prashant's move; discusses migration plan\"\n    },\n    {\n      \"name\": \"Wipro team\",\n      \"type\": \"organization\",\n      \"attributes\": \"client-side technical team involved in migration\",\n      \"relationships\": \"subject of migration discussion; referenced by Manjunath\"\n    },\n    {\n      \"name\": \"client\",\n      \"type\": \"organization\",\n      \"attributes\": \"external client with concerns about timeline, wants six months\",\n      \"relationships\": \"has concerns about timeline; requests six-month completion; new lead is Kavitha\"\n    },\n    {\n      \"name\": \"migration\",\n      \"type\": \"object\",\n      \"attributes\": \"core API migration and legacy batch jobs migration\",\n      \"relationships\": \"part of project discussed by Manjunath and Rajesh\"\n    },\n    {\n      \"name\": \"six months\",\n      \"type\": \"date\",\n      \"attributes\": \"desired completion timeframe\",\n      \"relationships\": \"requested by client; contrasted with three-month estimate\"\n    },\n    {\n      \"name\": \"Q2\",\n      \"type\": \"date\",\n      \"attributes\": \"quarter for budget approval\",\n      \"relationships\": \"referenced by Manjunath\"\n    },\n    {\n      \"name\": \"April end\",\n      \"type\": \"date\",\n      \"attributes\": \"deadline for deliverable\",\n      \"relationships\": \"mentioned by Manjunath\"\n    },\n    {\n      \"name\": \"phase one\",\n      \"type\": \"topic\",\n      \"attributes\": \"first migration milestone\",\n      \"relationships\": \"part of compromise plan; discussed by Rajesh\"\n    },\n    {\n      \"name\": \"phase two\",\n      \"type\": \"topic\",\n      \"attributes\": \"second migration milestone\",\n      \"relationships\": \"part of compromise plan; discussed by Rajesh\"\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": \"former client lead, moved to another project\",\n      \"relationships\": \"was client lead; replaced by Kavitha\"\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": \"new client lead, detail-oriented, will send budget email and CC Manjunath, evaluate AI features\",\n      \"relationships\": \"replaces Prashant; leads client; communicates with Manjunath and Rajesh\"\n    },\n    {\n      \"name\": \"AI features\",\n      \"type\": \"topic\",\n      \"attributes\": \"client interest in document classification module\",\n      \"relationships\": \"mentioned by Kavitha; part of future evaluation\"\n    },\n    {\n      \"name\": \"document classification module\",\n      \"type\": \"object\",\n      \"attributes\": \"specific AI feature to evaluate\",\n      \"relationships\": \"part of AI features; discussed with client\"\n    },\n    {\n      \"name\": \"Q3 roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": \"future plan for AI features implementation\",\n      \"relationships\": \"referenced by Manjunath regarding evaluation timeline\"\n    },\n    {\n      \"name\": \"budget email\",\n      \"type\": \"object\",\n      \"attributes\": \"email to be sent by Kavitha, CC Manjunath\",\n      \"relationships\": \"requested by Manjunath; related to Kavitha\"\n    },\n    {\n      \"name\": \"weekly sync\",\n      \"type\": \"event\",\n      \"attributes\": \"scheduled every Thursday 2 PM IST\",\n      \"relationships\": \"to be set up with client lead Kavitha\"\n    },\n    {\n      \"name\": \"Thursday 2 PM IST\",\n      \"type\": \"date\",\n      \"attributes\": \"time slot for weekly sync\",\n      \"relationships\": \"part of weekly sync schedule\"\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"organization\",\n      \"attributes\": \"platform for uploading meeting notes\",\n      \"relationships\": \"where Rajesh will upload meeting notes\"\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": \"developer setting up Swagger with FastAPI\",\n      \"relationships\": \"discussed auto-generation; part of dev team\"\n    },\n    {\n      \"name\": \"Swagger\",\n      \"type\": \"object\",\n      \"attributes\": \"documentation tool, auto-generates from type hints\",\n      \"relationships\": \"being set up by Rohan using FastAPI\"\n    },\n    {\n      \"name\": \"FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": \"Python framework used with Swagger\",\n      \"relationships\": \"used by Rohan to generate documentation\"\n    },\n    {\n      \"name\": \"demo\",\n      \"type\": \"event\",\n      \"attributes\": \"demonstration of Swagger setup\",\n      \"relationships\": \"will happen after setup; mentioned by Rajesh\"\n    },\n    {\n      \"name\": \"meeting notes\",\n      \"type\": \"object\",\n      \"attributes\": \"notes to be typed and uploaded to Confluence by end of day\",\n      \"relationships\": \"produced by Rajesh; stored in Confluence\"\n    }\n  ]\n}",
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      {
        "model": "qwen35-35b-a3b",
        "model_display": "Qwen3.5-35B-A3B Q4 (Local)",
        "transcript_id": "kannada_work_call",
        "transcript_title": "Client Call Follow-up (Kannada Team)",
        "response": "```json\n{\n  \"entities\": [\n    {\n      \"name\": \"Manjunath\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Project Lead / Manager\",\n        \"status\": \"Decision Maker\"\n      },\n      \"relationships\": [\"Manages Rajesh\", \"Coordinates with Kavitha\"]\n    },\n    {\n      \"name\": \"Rajesh\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Team Lead / Liaison\",\n        \"status\": \"Active in negotiation\"\n      },\n      \"relationships\": [\"Reports to Manjunath\", \"Primary contact for Wipro team\"]\n    },\n    {\n      \"name\": \"Wipro\",\n      \"type\": \"organization\",\n      \"attributes\": {\n        \"type\": \"Client/Partner\",\n        \"context\": \"Migration project\"\n      },\n      \"relationships\": [\"Client of the project\", \"Hiring the team\"]\n    },\n    {\n      \"name\": \"Kavitha\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Client Lead\",\n        \"mood\": \"Detail-oriented\",\n        \"status\": \"New contact\"\n      },\n      \"relationships\": [\"Replaced Prashant\", \"Reports to Wipro\", \"Manjunath's counterpart\"]\n    },\n    {\n      \"name\": \"Prashant\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Former Client Lead\",\n        \"status\": \"Moved to another project\"\n      },\n      \"relationships\": [\"Replaced by Kavitha\", \"Previously led Wipro side\"]\n    },\n    {\n      \"name\": \"Rohan\",\n      \"type\": \"person\",\n      \"attributes\": {\n        \"role\": \"Developer\",\n        \"action\": \"Setting up Swagger\"\n      },\n      \"relationships\": [\"Reports to Rajesh\", \"Technical implementer\"]\n    },\n    {\n      \"name\": \"Migration Project\",\n      \"type\": \"event\",\n      \"attributes\": {\n        \"status\": \"Negotiating timeline\",\n        \"scope\": \"API and Legacy Batch Jobs\"\n      },\n      \"relationships\": [\"Primary topic of conversation\", \"Involves Wipro\"]\n    },\n    {\n      \"name\": \"Swagger / FastAPI\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"function\": \"Auto-generates documentation\",\n        \"tech\": \"Type hints\"\n      },\n      \"relationships\": [\"Used by Rohan\", \"Solution to documentation delay\"]\n    },\n    {\n      \"name\": \"Document Classification Module\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"category\": \"AI Feature\",\n        \"status\": \"Under evaluation request\"\n      },\n      \"relationships\": [\"Requested by Kavitha\", \"Planned for Q3\"]\n    },\n    {\n      \"name\": \"Confluence\",\n      \"type\": \"object\",\n      \"attributes\": {\n        \"type\": \"Knowledge Base\",\n        \"action\": \"Meeting notes upload\"\n      },\n      \"relationships\": [\"Target for Rajesh's documentation\"]\n    },\n    {\n      \"name\": \"April End\",\n      \"type\": \"date\",\n      \"attributes\": {\n        \"deadline_for\": \"Phase One deliverable\",\n        \"constraint\": \"Budget approval required by Q2\"\n      },\n      \"relationships\": [\"Critical milestone\", \"Linked to Q2 budget\"]\n    },\n    {\n      \"name\": \"Q3 Roadmap\",\n      \"type\": \"topic\",\n      \"attributes\": {\n        \"content\": \"AI features including Document Classification\",\n        \"status\": \"Future plan\"\n      },\n      \"relationships\": [\"Timeline for AI features\", \"Separate from current migration focus\"]\n    }\n  ]\n}\n```",
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}