{
  "sample": true,
  "notice": "Fictional household, AI-created images and illustrative values. Not a verified record or professional valuation.",
  "inventory": {
    "inventory_schema_version": 2,
    "currency_code": "AUD",
    "home": {
      "total_estimated_value": 67150,
      "total_item_count": 55,
      "specialist_item_count": 3
    },
    "spaces": [
      {
        "room_id": "living_room",
        "name": "Living room",
        "verdict": "looks_good",
        "item_count": 14,
        "estimated_value": 22500,
        "confidence": "medium",
        "message": "14 entries from the walkthrough.",
        "items": [
          {
            "item_id": "sofa",
            "name": "Three-seater sofa, West Elm",
            "category": "furniture_lighting",
            "brand": "West Elm",
            "model": null,
            "notes": "Three-seater sofa in olive fabric.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 2600,
            "value_range_high_local": 3400,
            "owner_stated_value_local": 3000,
            "spoken_value_local": 3000,
            "transcript_timestamp_seconds": 6,
            "additional_timestamps": [],
            "frame_key": "sample/sofa.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label or order confirmation so the exact model is on record.",
                "value_at_risk": 3000
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Three-seater sofa, West Elm",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "painting",
            "name": "Original painting, signed",
            "category": "art",
            "brand": null,
            "model": null,
            "notes": "Original painting by a local artist, bought at the artist's first exhibition. Owner unsure of current value.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": true,
            "estimate_status": "specialist",
            "value_range_low_local": null,
            "value_range_high_local": null,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 19,
            "additional_timestamps": [],
            "frame_key": "sample/painting.jpg",
            "gap_tasks": [
              {
                "type": "specialist_valuation",
                "detail": "A professional valuation is recommended.",
                "value_at_risk": 0
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Original painting, signed",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "shelf",
            "name": "Solid oak bookshelf, Ercol",
            "category": "furniture_lighting",
            "brand": "Ercol",
            "model": null,
            "notes": "Solid oak bookshelf with lower cupboards. Furniture only; the records on it are a separate entry.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 3800,
            "value_range_high_local": 5200,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 31,
            "additional_timestamps": [],
            "frame_key": "sample/shelf.jpg",
            "gap_tasks": [
              {
                "type": "receipt",
                "detail": "Add the model name or a receipt to firm up the estimate.",
                "value_at_risk": 5200
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Solid oak bookshelf, Ercol",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "records",
            "name": "Vinyl records, mixed collection",
            "category": "books_entertainment",
            "brand": null,
            "model": null,
            "notes": "At least 200 vinyl records, from limited editions to everyday pressings.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 4000,
            "value_range_high_local": 6000,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 42,
            "additional_timestamps": [],
            "frame_key": "sample/records.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "List any rare or valuable pressings as their own entries so each gets its own value.",
                "value_at_risk": 6000
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "At least 200 vinyl records, from limited editions to everyday pressings.",
            "amount": {
              "count": 200,
              "unit": "record",
              "precision": "approximate",
              "description": "At least 200 vinyl records"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "turntable",
            "name": "Technics SL-1200 turntable and speakers",
            "category": "electronics",
            "brand": "Technics",
            "model": "SL-1200",
            "notes": "Technics SL-1200 turntable with a pair of speakers.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": true,
            "receipt_scope": "whole_entry",
            "receipt_photos": [
              "turntable-receipt.jpg"
            ],
            "user_photo_meta": {
              "turntable-receipt.jpg": {
                "added_at": "2026-10-18T03:40:00Z",
                "source": "library",
                "taken_at": "2024-06-08T15:20:00",
                "sha256": "2973e1b9392b827944aa6456be8e1551c3bce8f932a0f20aac0a7a97635ed2d8"
              }
            },
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 3600,
            "value_range_high_local": 4800,
            "owner_stated_value_local": 4200,
            "spoken_value_local": 4200,
            "transcript_timestamp_seconds": 53,
            "additional_timestamps": [],
            "frame_key": "sample/turntable.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 4200
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Technics SL-1200 turntable and speakers",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "armchair",
            "name": "Leather armchair",
            "category": "furniture_lighting",
            "brand": null,
            "model": null,
            "notes": "Tan leather armchair by the window.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 800,
            "value_range_high_local": 1400,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 66,
            "additional_timestamps": [],
            "frame_key": "sample/armchair.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 1400
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Leather armchair",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "coffee-table",
            "name": "Timber coffee table",
            "category": "furniture_lighting",
            "brand": null,
            "model": null,
            "notes": "Low timber coffee table.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 500,
            "value_range_high_local": 900,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 74,
            "additional_timestamps": [],
            "frame_key": "sample/coffee-table.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 900
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Timber coffee table",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "floor-lamp",
            "name": "Floor lamp, ceramic base",
            "category": "furniture_lighting",
            "brand": null,
            "model": null,
            "notes": "Tall floor lamp with a cream ceramic base and linen shade.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 200,
            "value_range_high_local": 400,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 81,
            "additional_timestamps": [],
            "frame_key": "sample/floor-lamp.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 400
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Floor lamp, ceramic base",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "rug",
            "name": "Large wool rug",
            "category": "window_floor_furnishings",
            "brand": null,
            "model": null,
            "notes": "Patterned wool rug under the coffee table, about 3 by 2 metres.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 500,
            "value_range_high_local": 900,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 88,
            "additional_timestamps": [],
            "frame_key": "sample/rug.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 900
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Large wool rug",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "tv",
            "name": "Samsung 65-inch TV",
            "category": "electronics",
            "brand": "Samsung",
            "model": null,
            "notes": "65-inch TV on the low cabinet.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 1400,
            "value_range_high_local": 2000,
            "owner_stated_value_local": 1600,
            "spoken_value_local": 1600,
            "transcript_timestamp_seconds": 97,
            "additional_timestamps": [],
            "frame_key": "sample/tv.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 1600
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Samsung 65-inch TV",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "vases",
            "name": "Vases and bowls",
            "category": "homewares_bedding_linen",
            "brand": null,
            "model": null,
            "notes": "Glass and ceramic vases and bowls around the room.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 150,
            "value_range_high_local": 350,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 109,
            "additional_timestamps": [],
            "frame_key": "sample/vases.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 350
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Glass and ceramic vases and bowls around the room.",
            "amount": {
              "count": 8,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 8 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "cushions",
            "name": "Cushions and throws",
            "category": "homewares_bedding_linen",
            "brand": null,
            "model": null,
            "notes": "Cushions and throws on the sofa and armchair.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 200,
            "value_range_high_local": 400,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 116,
            "additional_timestamps": [],
            "frame_key": "sample/cushions.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 400
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Cushions and throws on the sofa and armchair.",
            "amount": {
              "count": 7,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 7 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "plants",
            "name": "Indoor plants and pots",
            "category": "homewares_bedding_linen",
            "brand": null,
            "model": null,
            "notes": "Indoor plants in ceramic pots.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 250,
            "value_range_high_local": 450,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 124,
            "additional_timestamps": [],
            "frame_key": "sample/plants.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 450
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Indoor plants in ceramic pots.",
            "amount": {
              "count": 6,
              "unit": "plant",
              "precision": "approximate",
              "description": "About 6 plants"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "board-games",
            "name": "Board games and puzzles",
            "category": "games_hobbies_toys",
            "brand": null,
            "model": null,
            "notes": "Board games and jigsaw puzzles in the cabinet.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 350,
            "value_range_high_local": 650,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 133,
            "additional_timestamps": [],
            "frame_key": "sample/board-games.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 650
              }
            ],
            "space_id": "living_room",
            "space_name": "Living room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Board games and jigsaw puzzles in the cabinet.",
            "amount": {
              "count": 25,
              "unit": "game",
              "precision": "approximate",
              "description": "About 25 games and puzzles"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          }
        ],
        "top_gap_tasks": []
      },
      {
        "room_id": "kitchen",
        "name": "Kitchen and dining",
        "verdict": "looks_good",
        "item_count": 9,
        "estimated_value": 8550,
        "confidence": "medium",
        "message": "9 entries from the walkthrough.",
        "items": [
          {
            "item_id": "fridge",
            "name": "Samsung French-door fridge",
            "category": "appliances",
            "brand": "Samsung",
            "model": null,
            "notes": "Stainless French-door fridge.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 2000,
            "value_range_high_local": 2800,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 222,
            "additional_timestamps": [],
            "frame_key": "sample/fridge.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 2800
              }
            ],
            "space_id": "kitchen",
            "space_name": "Kitchen and dining",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Samsung French-door fridge",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "espresso",
            "name": "Breville espresso machine",
            "category": "appliances",
            "brand": "Breville",
            "model": null,
            "notes": "Espresso machine with a built-in grinder.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": true,
            "receipt_scope": "whole_entry",
            "receipt_photos": [
              "espresso-receipt.jpg"
            ],
            "user_photo_meta": {
              "espresso-receipt.jpg": {
                "added_at": "2026-10-18T03:40:00Z",
                "source": "library",
                "taken_at": "2025-03-14T10:12:00",
                "sha256": "19a8443a9c0a628de4a06bef4f886bf32b4152a3626c47099e262992ea02f7db"
              }
            },
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 800,
            "value_range_high_local": 1100,
            "owner_stated_value_local": 900,
            "spoken_value_local": 900,
            "transcript_timestamp_seconds": 240,
            "additional_timestamps": [],
            "frame_key": "sample/espresso.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 900
              }
            ],
            "space_id": "kitchen",
            "space_name": "Kitchen and dining",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Breville espresso machine",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "mixer",
            "name": "KitchenAid stand mixer",
            "category": "appliances",
            "brand": "KitchenAid",
            "model": null,
            "notes": "Cream stand mixer. A wedding present.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
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            "value_range_low_local": 600,
            "value_range_high_local": 850,
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            "transcript_timestamp_seconds": 256,
            "additional_timestamps": [],
            "frame_key": "sample/mixer.jpg",
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              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 850
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            ],
            "space_id": "kitchen",
            "space_name": "Kitchen and dining",
            "entry_kind": "single",
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            },
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            "excluded_contents": []
          },
          {
            "item_id": "cookware",
            "name": "Pots and pans",
            "category": "homewares_bedding_linen",
            "brand": null,
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            "notes": "Saucepans, frying pans and a stockpot.",
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            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
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            "value_range_high_local": 800,
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            "transcript_timestamp_seconds": 270,
            "additional_timestamps": [],
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              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
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            ],
            "space_id": "kitchen",
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              "count": 9,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 9 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "small-appliances",
            "name": "Kettle, toaster and microwave",
            "category": "appliances",
            "brand": null,
            "model": null,
            "notes": "Everyday benchtop appliances.",
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            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
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            "additional_timestamps": [],
            "frame_key": "sample/small-appliances.jpg",
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              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
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            ],
            "space_id": "kitchen",
            "space_name": "Kitchen and dining",
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              "count": 3,
              "unit": "appliance",
              "precision": "approximate",
              "description": "3 appliances"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "crockery",
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            "category": "homewares_bedding_linen",
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            "notes": "Everyday plates, bowls, mugs and glasses in the cupboards.",
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            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
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            "additional_timestamps": [],
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              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
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            ],
            "space_id": "kitchen",
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              "count": 70,
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            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "cutlery",
            "name": "Cutlery and utensils",
            "category": "homewares_bedding_linen",
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            "notes": "Cutlery, knives and cooking utensils in the drawers.",
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            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
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            "transcript_timestamp_seconds": 320,
            "additional_timestamps": [],
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                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 450
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            ],
            "space_id": "kitchen",
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              "count": 60,
              "unit": "piece",
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            },
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            "excluded_contents": []
          },
          {
            "item_id": "cookbooks",
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            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
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            "additional_timestamps": [],
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              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 1000
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            ],
            "space_id": "kitchen",
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              "count": 40,
              "unit": "book",
              "precision": "approximate",
              "description": "About 40 books"
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            "excluded_contents": []
          },
          {
            "item_id": "dining",
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            "notes": "Timber dining table with six chairs.",
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            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
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            "estimate_status": "estimated",
            "value_range_low_local": 1400,
            "value_range_high_local": 2200,
            "owner_stated_value_local": null,
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            "transcript_timestamp_seconds": 360,
            "additional_timestamps": [],
            "frame_key": "sample/dining.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 2200
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            ],
            "space_id": "kitchen",
            "space_name": "Kitchen and dining",
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              "count": 1,
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              "precision": "reported_exact",
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            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          }
        ],
        "top_gap_tasks": []
      },
      {
        "room_id": "study",
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        "item_count": 7,
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        "confidence": "medium",
        "message": "7 entries from the walkthrough.",
        "items": [
          {
            "item_id": "desk",
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            "notes": "Height-adjustable desk with a timber top.",
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            "purchase_context": "unknown",
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            "has_receipt_mentioned": false,
            "receipt_scope": "none",
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            "value_range_low_local": 600,
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            "transcript_timestamp_seconds": 444,
            "additional_timestamps": [],
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                "type": "brand_clarification",
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            ],
            "space_id": "study",
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            "excluded_contents": []
          },
          {
            "item_id": "office-chair",
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            "notes": "Mesh office chair.",
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            "purchase_context": "unknown",
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            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
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            "additional_timestamps": [],
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                "type": "brand_clarification",
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            ],
            "space_id": "study",
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          },
          {
            "item_id": "laptop",
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            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": true,
            "receipt_scope": "whole_entry",
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            "additional_timestamps": [],
            "frame_key": "sample/laptop.jpg",
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                "type": "serial_number",
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            "space_id": "study",
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            "excluded_entry_ids": [],
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          },
          {
            "item_id": "camera",
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            "purchase_context": "unknown",
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            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
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            "estimate_status": "estimated",
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            "additional_timestamps": [],
            "frame_key": "sample/camera.jpg",
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              {
                "type": "receipt",
                "detail": "Add the receipt or order confirmation.",
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            ],
            "space_id": "study",
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            "excluded_contents": []
          },
          {
            "item_id": "monitor",
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            "category": "electronics",
            "brand": null,
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            "notes": "Desktop monitor.",
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            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
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            "additional_timestamps": [],
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                "type": "brand_clarification",
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            ],
            "space_id": "study",
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              "unit": "piece",
              "precision": "reported_exact",
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            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "printer",
            "name": "Printer",
            "category": "electronics",
            "brand": null,
            "model": null,
            "notes": "Colour inkjet printer.",
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            "purchase_context": "unknown",
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            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
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            "additional_timestamps": [],
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            ],
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          },
          {
            "item_id": "books",
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            "purchase_context": "unknown",
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            "additional_timestamps": [],
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                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
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            ],
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              "count": 150,
              "unit": "book",
              "precision": "approximate",
              "description": "About 150 books"
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        ],
        "top_gap_tasks": []
      },
      {
        "room_id": "main_bedroom",
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        "message": "7 entries from the walkthrough.",
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            "notes": "Upholstered queen bed frame with a pocket-spring mattress.",
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            ],
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          },
          {
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                "type": "brand_clarification",
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            ],
            "space_id": "main_bedroom",
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              "unit": "set",
              "precision": "approximate",
              "description": "A pair"
            },
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          },
          {
            "item_id": "wardrobe",
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            "notes": "Everyday clothes, coats and a couple of suits.",
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            "additional_timestamps": [],
            "frame_key": "sample/wardrobe.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
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            ],
            "space_id": "main_bedroom",
            "space_name": "Main bedroom",
            "entry_kind": "group",
            "value_basis": "entry_total",
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            "amount": {
              "count": 90,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 90 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "shoes",
            "name": "Shoes",
            "category": "clothing_footwear",
            "brand": null,
            "model": null,
            "notes": "Shoes and boots on the wardrobe rack.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 900,
            "value_range_high_local": 1500,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 682,
            "additional_timestamps": [],
            "frame_key": "sample/shoes.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 1500
              }
            ],
            "space_id": "main_bedroom",
            "space_name": "Main bedroom",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Shoes and boots on the wardrobe rack.",
            "amount": {
              "count": 16,
              "unit": "pair",
              "precision": "approximate",
              "description": "About 16 pairs"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "bags",
            "name": "Handbags and backpacks",
            "category": "clothing_footwear",
            "brand": null,
            "model": null,
            "notes": "Handbags, a work backpack and a weekend bag.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 500,
            "value_range_high_local": 1000,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 700,
            "additional_timestamps": [],
            "frame_key": "sample/bags.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 1000
              }
            ],
            "space_id": "main_bedroom",
            "space_name": "Main bedroom",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Handbags, a work backpack and a weekend bag.",
            "amount": {
              "count": 6,
              "unit": "bag",
              "precision": "approximate",
              "description": "About 6 bags"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "watch",
            "name": "Watch, inherited",
            "category": "jewellery_watches",
            "brand": null,
            "model": null,
            "notes": "Automatic watch, inherited from a grandparent. Owner unsure of its value.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": true,
            "estimate_status": "specialist",
            "value_range_low_local": null,
            "value_range_high_local": null,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 718,
            "additional_timestamps": [],
            "frame_key": "sample/watch.jpg",
            "gap_tasks": [
              {
                "type": "specialist_valuation",
                "detail": "A professional valuation is recommended.",
                "value_at_risk": 0
              }
            ],
            "space_id": "main_bedroom",
            "space_name": "Main bedroom",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Watch, inherited",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "jewellery",
            "name": "Jewellery box and contents",
            "category": "fine_jewellery",
            "brand": null,
            "model": null,
            "notes": "Rings, necklaces and earrings, some gold.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": true,
            "estimate_status": "specialist",
            "value_range_low_local": null,
            "value_range_high_local": null,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 736,
            "additional_timestamps": [],
            "frame_key": "sample/jewellery.jpg",
            "gap_tasks": [
              {
                "type": "specialist_valuation",
                "detail": "A professional valuation is recommended.",
                "value_at_risk": 0
              }
            ],
            "space_id": "main_bedroom",
            "space_name": "Main bedroom",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Jewellery box and contents",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          }
        ],
        "top_gap_tasks": []
      },
      {
        "room_id": "second_bedroom",
        "name": "Kids' room",
        "verdict": "looks_good",
        "item_count": 5,
        "estimated_value": 4450,
        "confidence": "medium",
        "message": "5 entries from the walkthrough.",
        "items": [
          {
            "item_id": "kids-bed",
            "name": "Single bed and mattress",
            "category": "furniture_lighting",
            "brand": null,
            "model": null,
            "notes": "Timber single bed with a mattress.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 700,
            "value_range_high_local": 1100,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 820,
            "additional_timestamps": [],
            "frame_key": "sample/kids-bed.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 1100
              }
            ],
            "space_id": "second_bedroom",
            "space_name": "Kids' room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Single bed and mattress",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "toys",
            "name": "Toys and games",
            "category": "games_hobbies_toys",
            "brand": null,
            "model": null,
            "notes": "Building sets, soft toys and games in the tubs.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 1000,
            "value_range_high_local": 1800,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 836,
            "additional_timestamps": [],
            "frame_key": "sample/toys.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 1800
              }
            ],
            "space_id": "second_bedroom",
            "space_name": "Kids' room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Building sets, soft toys and games in the tubs.",
            "amount": {
              "count": 60,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 60 toys"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "kids-books",
            "name": "Children's books",
            "category": "books_entertainment",
            "brand": null,
            "model": null,
            "notes": "Picture books and early readers.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 400,
            "value_range_high_local": 700,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 854,
            "additional_timestamps": [],
            "frame_key": "sample/kids-books.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 700
              }
            ],
            "space_id": "second_bedroom",
            "space_name": "Kids' room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Picture books and early readers.",
            "amount": {
              "count": 80,
              "unit": "book",
              "precision": "approximate",
              "description": "About 80 books"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "kids-clothes",
            "name": "Children's clothing",
            "category": "clothing_footwear",
            "brand": null,
            "model": null,
            "notes": "Clothes and shoes in the drawers and wardrobe.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 700,
            "value_range_high_local": 1200,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 870,
            "additional_timestamps": [],
            "frame_key": "sample/kids-clothes.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 1200
              }
            ],
            "space_id": "second_bedroom",
            "space_name": "Kids' room",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Clothes and shoes in the drawers and wardrobe.",
            "amount": {
              "count": 50,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 50 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "switch",
            "name": "Nintendo Switch and games",
            "category": "electronics",
            "brand": "Nintendo",
            "model": null,
            "notes": "Console with two controllers and about 10 games.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 550,
            "value_range_high_local": 800,
            "owner_stated_value_local": 650,
            "spoken_value_local": 650,
            "transcript_timestamp_seconds": 888,
            "additional_timestamps": [],
            "frame_key": "sample/switch.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 650
              }
            ],
            "space_id": "second_bedroom",
            "space_name": "Kids' room",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Nintendo Switch and games",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          }
        ],
        "top_gap_tasks": []
      },
      {
        "room_id": "laundry",
        "name": "Laundry",
        "verdict": "looks_good",
        "item_count": 5,
        "estimated_value": 4250,
        "confidence": "medium",
        "message": "5 entries from the walkthrough.",
        "items": [
          {
            "item_id": "washer",
            "name": "LG front-loader washing machine",
            "category": "appliances",
            "brand": "LG",
            "model": null,
            "notes": "Front-loading washing machine.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": true,
            "receipt_scope": "whole_entry",
            "receipt_photos": [
              "washer-receipt.jpg"
            ],
            "user_photo_meta": {
              "washer-receipt.jpg": {
                "added_at": "2026-10-18T03:40:00Z",
                "source": "library",
                "taken_at": "2024-11-21T11:05:00",
                "sha256": "cfdb41e984a39c0ee22923d14b34832934d2a99f00a7402049957d7b6c037c42"
              }
            },
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 900,
            "value_range_high_local": 1300,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 970,
            "additional_timestamps": [],
            "frame_key": "sample/washer.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 1300
              }
            ],
            "space_id": "laundry",
            "space_name": "Laundry",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "LG front-loader washing machine",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "dryer",
            "name": "Clothes dryer",
            "category": "appliances",
            "brand": null,
            "model": null,
            "notes": "Dryer on the shelf above the washer.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 600,
            "value_range_high_local": 1000,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 984,
            "additional_timestamps": [],
            "frame_key": "sample/dryer.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 1000
              }
            ],
            "space_id": "laundry",
            "space_name": "Laundry",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Clothes dryer",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "vacuum",
            "name": "Dyson stick vacuum",
            "category": "appliances",
            "brand": "Dyson",
            "model": null,
            "notes": "Cordless stick vacuum on its wall dock.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 650,
            "value_range_high_local": 950,
            "owner_stated_value_local": 750,
            "spoken_value_local": 750,
            "transcript_timestamp_seconds": 1000,
            "additional_timestamps": [],
            "frame_key": "sample/vacuum.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 750
              }
            ],
            "space_id": "laundry",
            "space_name": "Laundry",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Dyson stick vacuum",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "linen",
            "name": "Towels, sheets and quilts",
            "category": "homewares_bedding_linen",
            "brand": null,
            "model": null,
            "notes": "Linen cupboard: towels, sheet sets and spare quilts.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 900,
            "value_range_high_local": 1500,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1018,
            "additional_timestamps": [],
            "frame_key": "sample/linen.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 1500
              }
            ],
            "space_id": "laundry",
            "space_name": "Laundry",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Linen cupboard: towels, sheet sets and spare quilts.",
            "amount": {
              "count": 45,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 45 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "hair",
            "name": "Hair dryer and straightener",
            "category": "personal_care",
            "brand": null,
            "model": null,
            "notes": "Hair dryer and straightener in the cupboard.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 250,
            "value_range_high_local": 550,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1034,
            "additional_timestamps": [],
            "frame_key": "sample/hair.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 550
              }
            ],
            "space_id": "laundry",
            "space_name": "Laundry",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Hair dryer and straightener in the cupboard.",
            "amount": {
              "count": 2,
              "unit": "appliance",
              "precision": "approximate",
              "description": "2 appliances"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          }
        ],
        "top_gap_tasks": []
      },
      {
        "room_id": "garage",
        "name": "Garage",
        "verdict": "looks_good",
        "item_count": 5,
        "estimated_value": 6850,
        "confidence": "medium",
        "message": "5 entries from the walkthrough.",
        "items": [
          {
            "item_id": "tools",
            "name": "Tools, garage wall",
            "category": "garden_tools",
            "brand": null,
            "model": null,
            "notes": "Cordless drill, saws, hand tools and a toolbox on the pegboard.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 2200,
            "value_range_high_local": 3600,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1116,
            "additional_timestamps": [],
            "frame_key": "sample/tools.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 3600
              }
            ],
            "space_id": "garage",
            "space_name": "Garage",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Cordless drill, saws, hand tools and a toolbox on the pegboard.",
            "amount": {
              "count": 45,
              "unit": "tool",
              "precision": "approximate",
              "description": "About 45 tools"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "bikes",
            "name": "Two adult bikes",
            "category": "sports_luggage_camping",
            "brand": null,
            "model": null,
            "notes": "Two hybrid bikes on the wall hooks.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 1400,
            "value_range_high_local": 2200,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1136,
            "additional_timestamps": [],
            "frame_key": "sample/bikes.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 2200
              }
            ],
            "space_id": "garage",
            "space_name": "Garage",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Two hybrid bikes on the wall hooks.",
            "amount": {
              "count": 2,
              "unit": "bike",
              "precision": "approximate",
              "description": "2 bikes"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "kids-bike",
            "name": "Child's bike",
            "category": "sports_luggage_camping",
            "brand": null,
            "model": null,
            "notes": "Child's bike with a helmet.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 200,
            "value_range_high_local": 350,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1148,
            "additional_timestamps": [],
            "frame_key": "sample/kids-bike.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 350
              }
            ],
            "space_id": "garage",
            "space_name": "Garage",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Child's bike",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "mower",
            "name": "Lawn mower",
            "category": "garden_tools",
            "brand": null,
            "model": null,
            "notes": "Petrol lawn mower.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 500,
            "value_range_high_local": 850,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1162,
            "additional_timestamps": [],
            "frame_key": "sample/mower.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 850
              }
            ],
            "space_id": "garage",
            "space_name": "Garage",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Lawn mower",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "camping",
            "name": "Camping gear",
            "category": "sports_luggage_camping",
            "brand": null,
            "model": null,
            "notes": "Tent, sleeping bags, chairs and a cooler on the shelves.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 900,
            "value_range_high_local": 1500,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1180,
            "additional_timestamps": [],
            "frame_key": "sample/camping.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 1500
              }
            ],
            "space_id": "garage",
            "space_name": "Garage",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Tent, sleeping bags, chairs and a cooler on the shelves.",
            "amount": {
              "count": 12,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 12 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          }
        ],
        "top_gap_tasks": []
      },
      {
        "room_id": "outdoor",
        "name": "Outdoor",
        "verdict": "looks_good",
        "item_count": 3,
        "estimated_value": 2750,
        "confidence": "medium",
        "message": "3 entries from the walkthrough.",
        "items": [
          {
            "item_id": "bbq",
            "name": "Weber barbecue",
            "category": "garden_tools",
            "brand": "Weber",
            "model": null,
            "notes": "Hooded gas barbecue with a cover.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "high",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 900,
            "value_range_high_local": 1400,
            "owner_stated_value_local": 1100,
            "spoken_value_local": 1100,
            "transcript_timestamp_seconds": 1264,
            "additional_timestamps": [],
            "frame_key": "sample/bbq.jpg",
            "gap_tasks": [
              {
                "type": "serial_number",
                "detail": "Add the serial number from the label.",
                "value_at_risk": 1100
              }
            ],
            "space_id": "outdoor",
            "space_name": "Outdoor",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Weber barbecue",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "outdoor-setting",
            "name": "Outdoor table and chairs",
            "category": "furniture_lighting",
            "brand": null,
            "model": null,
            "notes": "Timber outdoor table with six chairs.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 900,
            "value_range_high_local": 1500,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1280,
            "additional_timestamps": [],
            "frame_key": "sample/outdoor-setting.jpg",
            "gap_tasks": [
              {
                "type": "brand_clarification",
                "detail": "Add a photo of the label so the brand is on record.",
                "value_at_risk": 1500
              }
            ],
            "space_id": "outdoor",
            "space_name": "Outdoor",
            "entry_kind": "single",
            "value_basis": "entry_total",
            "contents_description": "Outdoor table and chairs",
            "amount": {
              "count": 1,
              "unit": "piece",
              "precision": "reported_exact",
              "description": ""
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          },
          {
            "item_id": "garden",
            "name": "Pots and garden tools",
            "category": "garden_tools",
            "brand": null,
            "model": null,
            "notes": "Large pots, a hose reel and hand tools.",
            "quantity": 1,
            "purchase_context": "unknown",
            "confidence": "medium",
            "has_receipt_mentioned": false,
            "receipt_scope": "none",
            "receipt_photos": [],
            "requires_specialist_valuation": false,
            "estimate_status": "estimated",
            "value_range_low_local": 300,
            "value_range_high_local": 600,
            "owner_stated_value_local": null,
            "spoken_value_local": null,
            "transcript_timestamp_seconds": 1298,
            "additional_timestamps": [],
            "frame_key": "sample/garden.jpg",
            "gap_tasks": [
              {
                "type": "quantity_confirmation",
                "detail": "Confirm roughly how many are in this group.",
                "value_at_risk": 600
              }
            ],
            "space_id": "outdoor",
            "space_name": "Outdoor",
            "entry_kind": "group",
            "value_basis": "entry_total",
            "contents_description": "Large pots, a hose reel and hand tools.",
            "amount": {
              "count": 15,
              "unit": "piece",
              "precision": "approximate",
              "description": "About 15 pieces"
            },
            "excluded_entry_ids": [],
            "excluded_contents": []
          }
        ],
        "top_gap_tasks": []
      }
    ],
    "all_items": [
      {
        "item_id": "sofa",
        "name": "Three-seater sofa, West Elm",
        "category": "furniture_lighting",
        "brand": "West Elm",
        "model": null,
        "notes": "Three-seater sofa in olive fabric.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 2600,
        "value_range_high_local": 3400,
        "owner_stated_value_local": 3000,
        "spoken_value_local": 3000,
        "transcript_timestamp_seconds": 6,
        "additional_timestamps": [],
        "frame_key": "sample/sofa.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label or order confirmation so the exact model is on record.",
            "value_at_risk": 3000
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Three-seater sofa, West Elm",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "painting",
        "name": "Original painting, signed",
        "category": "art",
        "brand": null,
        "model": null,
        "notes": "Original painting by a local artist, bought at the artist's first exhibition. Owner unsure of current value.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": true,
        "estimate_status": "specialist",
        "value_range_low_local": null,
        "value_range_high_local": null,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 19,
        "additional_timestamps": [],
        "frame_key": "sample/painting.jpg",
        "gap_tasks": [
          {
            "type": "specialist_valuation",
            "detail": "A professional valuation is recommended.",
            "value_at_risk": 0
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Original painting, signed",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "shelf",
        "name": "Solid oak bookshelf, Ercol",
        "category": "furniture_lighting",
        "brand": "Ercol",
        "model": null,
        "notes": "Solid oak bookshelf with lower cupboards. Furniture only; the records on it are a separate entry.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 3800,
        "value_range_high_local": 5200,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 31,
        "additional_timestamps": [],
        "frame_key": "sample/shelf.jpg",
        "gap_tasks": [
          {
            "type": "receipt",
            "detail": "Add the model name or a receipt to firm up the estimate.",
            "value_at_risk": 5200
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Solid oak bookshelf, Ercol",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "records",
        "name": "Vinyl records, mixed collection",
        "category": "books_entertainment",
        "brand": null,
        "model": null,
        "notes": "At least 200 vinyl records, from limited editions to everyday pressings.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 4000,
        "value_range_high_local": 6000,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 42,
        "additional_timestamps": [],
        "frame_key": "sample/records.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "List any rare or valuable pressings as their own entries so each gets its own value.",
            "value_at_risk": 6000
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "At least 200 vinyl records, from limited editions to everyday pressings.",
        "amount": {
          "count": 200,
          "unit": "record",
          "precision": "approximate",
          "description": "At least 200 vinyl records"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "turntable",
        "name": "Technics SL-1200 turntable and speakers",
        "category": "electronics",
        "brand": "Technics",
        "model": "SL-1200",
        "notes": "Technics SL-1200 turntable with a pair of speakers.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": true,
        "receipt_scope": "whole_entry",
        "receipt_photos": [
          "turntable-receipt.jpg"
        ],
        "user_photo_meta": {
          "turntable-receipt.jpg": {
            "added_at": "2026-10-18T03:40:00Z",
            "source": "library",
            "taken_at": "2024-06-08T15:20:00",
            "sha256": "2973e1b9392b827944aa6456be8e1551c3bce8f932a0f20aac0a7a97635ed2d8"
          }
        },
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 3600,
        "value_range_high_local": 4800,
        "owner_stated_value_local": 4200,
        "spoken_value_local": 4200,
        "transcript_timestamp_seconds": 53,
        "additional_timestamps": [],
        "frame_key": "sample/turntable.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 4200
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Technics SL-1200 turntable and speakers",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "armchair",
        "name": "Leather armchair",
        "category": "furniture_lighting",
        "brand": null,
        "model": null,
        "notes": "Tan leather armchair by the window.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 800,
        "value_range_high_local": 1400,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 66,
        "additional_timestamps": [],
        "frame_key": "sample/armchair.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 1400
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Leather armchair",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "coffee-table",
        "name": "Timber coffee table",
        "category": "furniture_lighting",
        "brand": null,
        "model": null,
        "notes": "Low timber coffee table.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 500,
        "value_range_high_local": 900,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 74,
        "additional_timestamps": [],
        "frame_key": "sample/coffee-table.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 900
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Timber coffee table",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "floor-lamp",
        "name": "Floor lamp, ceramic base",
        "category": "furniture_lighting",
        "brand": null,
        "model": null,
        "notes": "Tall floor lamp with a cream ceramic base and linen shade.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 200,
        "value_range_high_local": 400,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 81,
        "additional_timestamps": [],
        "frame_key": "sample/floor-lamp.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 400
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Floor lamp, ceramic base",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "rug",
        "name": "Large wool rug",
        "category": "window_floor_furnishings",
        "brand": null,
        "model": null,
        "notes": "Patterned wool rug under the coffee table, about 3 by 2 metres.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 500,
        "value_range_high_local": 900,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 88,
        "additional_timestamps": [],
        "frame_key": "sample/rug.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 900
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Large wool rug",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "tv",
        "name": "Samsung 65-inch TV",
        "category": "electronics",
        "brand": "Samsung",
        "model": null,
        "notes": "65-inch TV on the low cabinet.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 1400,
        "value_range_high_local": 2000,
        "owner_stated_value_local": 1600,
        "spoken_value_local": 1600,
        "transcript_timestamp_seconds": 97,
        "additional_timestamps": [],
        "frame_key": "sample/tv.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 1600
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Samsung 65-inch TV",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "vases",
        "name": "Vases and bowls",
        "category": "homewares_bedding_linen",
        "brand": null,
        "model": null,
        "notes": "Glass and ceramic vases and bowls around the room.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 150,
        "value_range_high_local": 350,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 109,
        "additional_timestamps": [],
        "frame_key": "sample/vases.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 350
          }
        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Glass and ceramic vases and bowls around the room.",
        "amount": {
          "count": 8,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 8 pieces"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "cushions",
        "name": "Cushions and throws",
        "category": "homewares_bedding_linen",
        "brand": null,
        "model": null,
        "notes": "Cushions and throws on the sofa and armchair.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 200,
        "value_range_high_local": 400,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 116,
        "additional_timestamps": [],
        "frame_key": "sample/cushions.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 400
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        ],
        "space_id": "living_room",
        "space_name": "Living room",
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          "count": 7,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 7 pieces"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "plants",
        "name": "Indoor plants and pots",
        "category": "homewares_bedding_linen",
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        "model": null,
        "notes": "Indoor plants in ceramic pots.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
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        "value_range_low_local": 250,
        "value_range_high_local": 450,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
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        "additional_timestamps": [],
        "frame_key": "sample/plants.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
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        ],
        "space_id": "living_room",
        "space_name": "Living room",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Indoor plants in ceramic pots.",
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          "count": 6,
          "unit": "plant",
          "precision": "approximate",
          "description": "About 6 plants"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "board-games",
        "name": "Board games and puzzles",
        "category": "games_hobbies_toys",
        "brand": null,
        "model": null,
        "notes": "Board games and jigsaw puzzles in the cabinet.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
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        "value_range_low_local": 350,
        "value_range_high_local": 650,
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        "spoken_value_local": null,
        "transcript_timestamp_seconds": 133,
        "additional_timestamps": [],
        "frame_key": "sample/board-games.jpg",
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          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 650
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        ],
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        "space_name": "Living room",
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          "count": 25,
          "unit": "game",
          "precision": "approximate",
          "description": "About 25 games and puzzles"
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        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "fridge",
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        "notes": "Stainless French-door fridge.",
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        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
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        "estimate_status": "estimated",
        "value_range_low_local": 2000,
        "value_range_high_local": 2800,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
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        "additional_timestamps": [],
        "frame_key": "sample/fridge.jpg",
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          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 2800
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        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "single",
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          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "espresso",
        "name": "Breville espresso machine",
        "category": "appliances",
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        "notes": "Espresso machine with a built-in grinder.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": true,
        "receipt_scope": "whole_entry",
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        },
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 800,
        "value_range_high_local": 1100,
        "owner_stated_value_local": 900,
        "spoken_value_local": 900,
        "transcript_timestamp_seconds": 240,
        "additional_timestamps": [],
        "frame_key": "sample/espresso.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
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        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
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        "contents_description": "Breville espresso machine",
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          "precision": "reported_exact",
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        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "mixer",
        "name": "KitchenAid stand mixer",
        "category": "appliances",
        "brand": "KitchenAid",
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        "notes": "Cream stand mixer. A wedding present.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 600,
        "value_range_high_local": 850,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 256,
        "additional_timestamps": [],
        "frame_key": "sample/mixer.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 850
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        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "KitchenAid stand mixer",
        "amount": {
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          "unit": "piece",
          "precision": "reported_exact",
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        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "cookware",
        "name": "Pots and pans",
        "category": "homewares_bedding_linen",
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        "model": null,
        "notes": "Saucepans, frying pans and a stockpot.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 400,
        "value_range_high_local": 800,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 270,
        "additional_timestamps": [],
        "frame_key": "sample/cookware.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 800
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        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Saucepans, frying pans and a stockpot.",
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          "count": 9,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 9 pieces"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "small-appliances",
        "name": "Kettle, toaster and microwave",
        "category": "appliances",
        "brand": null,
        "model": null,
        "notes": "Everyday benchtop appliances.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 300,
        "value_range_high_local": 550,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 286,
        "additional_timestamps": [],
        "frame_key": "sample/small-appliances.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 550
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        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Everyday benchtop appliances.",
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          "count": 3,
          "unit": "appliance",
          "precision": "approximate",
          "description": "3 appliances"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "crockery",
        "name": "Plates, bowls and glasses",
        "category": "homewares_bedding_linen",
        "brand": null,
        "model": null,
        "notes": "Everyday plates, bowls, mugs and glasses in the cupboards.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 400,
        "value_range_high_local": 700,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 304,
        "additional_timestamps": [],
        "frame_key": "sample/crockery.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 700
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        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Everyday plates, bowls, mugs and glasses in the cupboards.",
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          "count": 70,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 70 pieces"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "cutlery",
        "name": "Cutlery and utensils",
        "category": "homewares_bedding_linen",
        "brand": null,
        "model": null,
        "notes": "Cutlery, knives and cooking utensils in the drawers.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 250,
        "value_range_high_local": 450,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 320,
        "additional_timestamps": [],
        "frame_key": "sample/cutlery.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 450
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        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Cutlery, knives and cooking utensils in the drawers.",
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          "count": 60,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 60 pieces"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "cookbooks",
        "name": "Cookbooks",
        "category": "books_entertainment",
        "brand": null,
        "model": null,
        "notes": "Cookbooks on the open shelf.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 600,
        "value_range_high_local": 1000,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 336,
        "additional_timestamps": [],
        "frame_key": "sample/cookbooks.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 1000
          }
        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Cookbooks on the open shelf.",
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          "count": 40,
          "unit": "book",
          "precision": "approximate",
          "description": "About 40 books"
        },
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        "excluded_contents": []
      },
      {
        "item_id": "dining",
        "name": "Dining table and six chairs",
        "category": "furniture_lighting",
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        "model": null,
        "notes": "Timber dining table with six chairs.",
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        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 1400,
        "value_range_high_local": 2200,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 360,
        "additional_timestamps": [],
        "frame_key": "sample/dining.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
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          }
        ],
        "space_id": "kitchen",
        "space_name": "Kitchen and dining",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Dining table and six chairs",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "desk",
        "name": "Standing desk",
        "category": "furniture_lighting",
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        "model": null,
        "notes": "Height-adjustable desk with a timber top.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 600,
        "value_range_high_local": 900,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 444,
        "additional_timestamps": [],
        "frame_key": "sample/desk.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 900
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        ],
        "space_id": "study",
        "space_name": "Study",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Standing desk",
        "amount": {
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          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "office-chair",
        "name": "Office chair",
        "category": "furniture_lighting",
        "brand": null,
        "model": null,
        "notes": "Mesh office chair.",
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        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
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        "estimate_status": "estimated",
        "value_range_low_local": 300,
        "value_range_high_local": 600,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 458,
        "additional_timestamps": [],
        "frame_key": "sample/office-chair.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 600
          }
        ],
        "space_id": "study",
        "space_name": "Study",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Office chair",
        "amount": {
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          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "laptop",
        "name": "MacBook Pro 14-inch",
        "category": "electronics",
        "brand": "Apple",
        "model": "MacBook Pro 14-inch",
        "notes": "Work and family laptop.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": true,
        "receipt_scope": "whole_entry",
        "receipt_photos": [
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        ],
        "user_photo_meta": {
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            "source": "library",
            "taken_at": "2025-08-02T14:30:00",
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        },
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 2600,
        "value_range_high_local": 3200,
        "owner_stated_value_local": 2900,
        "spoken_value_local": 2900,
        "transcript_timestamp_seconds": 474,
        "additional_timestamps": [],
        "frame_key": "sample/laptop.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 2900
          }
        ],
        "space_id": "study",
        "space_name": "Study",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "MacBook Pro 14-inch",
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          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "camera",
        "name": "Sony camera and two lenses",
        "category": "electronics",
        "brand": "Sony",
        "model": null,
        "notes": "Mirrorless camera with a standard zoom and a portrait lens.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 2200,
        "value_range_high_local": 3000,
        "owner_stated_value_local": 2600,
        "spoken_value_local": 2600,
        "transcript_timestamp_seconds": 492,
        "additional_timestamps": [],
        "frame_key": "sample/camera.jpg",
        "gap_tasks": [
          {
            "type": "receipt",
            "detail": "Add the receipt or order confirmation.",
            "value_at_risk": 2600
          }
        ],
        "space_id": "study",
        "space_name": "Study",
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        "value_basis": "entry_total",
        "contents_description": "Sony camera and two lenses",
        "amount": {
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          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "monitor",
        "name": "27-inch monitor",
        "category": "electronics",
        "brand": null,
        "model": null,
        "notes": "Desktop monitor.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 350,
        "value_range_high_local": 600,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 508,
        "additional_timestamps": [],
        "frame_key": "sample/monitor.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 600
          }
        ],
        "space_id": "study",
        "space_name": "Study",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "27-inch monitor",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "printer",
        "name": "Printer",
        "category": "electronics",
        "brand": null,
        "model": null,
        "notes": "Colour inkjet printer.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 150,
        "value_range_high_local": 300,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 520,
        "additional_timestamps": [],
        "frame_key": "sample/printer.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 300
          }
        ],
        "space_id": "study",
        "space_name": "Study",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Printer",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "books",
        "name": "Books, two shelves",
        "category": "books_entertainment",
        "brand": null,
        "model": null,
        "notes": "Novels and non-fiction on two shelves.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 900,
        "value_range_high_local": 1500,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 536,
        "additional_timestamps": [],
        "frame_key": "sample/books.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 1500
          }
        ],
        "space_id": "study",
        "space_name": "Study",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Novels and non-fiction on two shelves.",
        "amount": {
          "count": 150,
          "unit": "book",
          "precision": "approximate",
          "description": "About 150 books"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "bed",
        "name": "Queen bed and mattress",
        "category": "furniture_lighting",
        "brand": null,
        "model": null,
        "notes": "Upholstered queen bed frame with a pocket-spring mattress.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 1800,
        "value_range_high_local": 2800,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 622,
        "additional_timestamps": [],
        "frame_key": "sample/bed.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 2800
          }
        ],
        "space_id": "main_bedroom",
        "space_name": "Main bedroom",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Queen bed and mattress",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "bedsides",
        "name": "Bedside tables and lamps",
        "category": "furniture_lighting",
        "brand": null,
        "model": null,
        "notes": "A pair of bedside tables, each with a lamp.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 300,
        "value_range_high_local": 600,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 638,
        "additional_timestamps": [],
        "frame_key": "sample/bedsides.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 600
          }
        ],
        "space_id": "main_bedroom",
        "space_name": "Main bedroom",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "A pair of bedside tables, each with a lamp.",
        "amount": {
          "count": 2,
          "unit": "set",
          "precision": "approximate",
          "description": "A pair"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "wardrobe",
        "name": "Clothing, main wardrobe",
        "category": "clothing_footwear",
        "brand": null,
        "model": null,
        "notes": "Everyday clothes, coats and a couple of suits.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 3500,
        "value_range_high_local": 5500,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 660,
        "additional_timestamps": [],
        "frame_key": "sample/wardrobe.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 5500
          }
        ],
        "space_id": "main_bedroom",
        "space_name": "Main bedroom",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Everyday clothes, coats and a couple of suits.",
        "amount": {
          "count": 90,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 90 pieces"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "shoes",
        "name": "Shoes",
        "category": "clothing_footwear",
        "brand": null,
        "model": null,
        "notes": "Shoes and boots on the wardrobe rack.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 900,
        "value_range_high_local": 1500,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 682,
        "additional_timestamps": [],
        "frame_key": "sample/shoes.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 1500
          }
        ],
        "space_id": "main_bedroom",
        "space_name": "Main bedroom",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Shoes and boots on the wardrobe rack.",
        "amount": {
          "count": 16,
          "unit": "pair",
          "precision": "approximate",
          "description": "About 16 pairs"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "bags",
        "name": "Handbags and backpacks",
        "category": "clothing_footwear",
        "brand": null,
        "model": null,
        "notes": "Handbags, a work backpack and a weekend bag.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 500,
        "value_range_high_local": 1000,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 700,
        "additional_timestamps": [],
        "frame_key": "sample/bags.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 1000
          }
        ],
        "space_id": "main_bedroom",
        "space_name": "Main bedroom",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Handbags, a work backpack and a weekend bag.",
        "amount": {
          "count": 6,
          "unit": "bag",
          "precision": "approximate",
          "description": "About 6 bags"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "watch",
        "name": "Watch, inherited",
        "category": "jewellery_watches",
        "brand": null,
        "model": null,
        "notes": "Automatic watch, inherited from a grandparent. Owner unsure of its value.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": true,
        "estimate_status": "specialist",
        "value_range_low_local": null,
        "value_range_high_local": null,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 718,
        "additional_timestamps": [],
        "frame_key": "sample/watch.jpg",
        "gap_tasks": [
          {
            "type": "specialist_valuation",
            "detail": "A professional valuation is recommended.",
            "value_at_risk": 0
          }
        ],
        "space_id": "main_bedroom",
        "space_name": "Main bedroom",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Watch, inherited",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "jewellery",
        "name": "Jewellery box and contents",
        "category": "fine_jewellery",
        "brand": null,
        "model": null,
        "notes": "Rings, necklaces and earrings, some gold.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": true,
        "estimate_status": "specialist",
        "value_range_low_local": null,
        "value_range_high_local": null,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 736,
        "additional_timestamps": [],
        "frame_key": "sample/jewellery.jpg",
        "gap_tasks": [
          {
            "type": "specialist_valuation",
            "detail": "A professional valuation is recommended.",
            "value_at_risk": 0
          }
        ],
        "space_id": "main_bedroom",
        "space_name": "Main bedroom",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Jewellery box and contents",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "kids-bed",
        "name": "Single bed and mattress",
        "category": "furniture_lighting",
        "brand": null,
        "model": null,
        "notes": "Timber single bed with a mattress.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 700,
        "value_range_high_local": 1100,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 820,
        "additional_timestamps": [],
        "frame_key": "sample/kids-bed.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 1100
          }
        ],
        "space_id": "second_bedroom",
        "space_name": "Kids' room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Single bed and mattress",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "toys",
        "name": "Toys and games",
        "category": "games_hobbies_toys",
        "brand": null,
        "model": null,
        "notes": "Building sets, soft toys and games in the tubs.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 1000,
        "value_range_high_local": 1800,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 836,
        "additional_timestamps": [],
        "frame_key": "sample/toys.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 1800
          }
        ],
        "space_id": "second_bedroom",
        "space_name": "Kids' room",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Building sets, soft toys and games in the tubs.",
        "amount": {
          "count": 60,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 60 toys"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "kids-books",
        "name": "Children's books",
        "category": "books_entertainment",
        "brand": null,
        "model": null,
        "notes": "Picture books and early readers.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 400,
        "value_range_high_local": 700,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 854,
        "additional_timestamps": [],
        "frame_key": "sample/kids-books.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 700
          }
        ],
        "space_id": "second_bedroom",
        "space_name": "Kids' room",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Picture books and early readers.",
        "amount": {
          "count": 80,
          "unit": "book",
          "precision": "approximate",
          "description": "About 80 books"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "kids-clothes",
        "name": "Children's clothing",
        "category": "clothing_footwear",
        "brand": null,
        "model": null,
        "notes": "Clothes and shoes in the drawers and wardrobe.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 700,
        "value_range_high_local": 1200,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 870,
        "additional_timestamps": [],
        "frame_key": "sample/kids-clothes.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 1200
          }
        ],
        "space_id": "second_bedroom",
        "space_name": "Kids' room",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Clothes and shoes in the drawers and wardrobe.",
        "amount": {
          "count": 50,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 50 pieces"
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "switch",
        "name": "Nintendo Switch and games",
        "category": "electronics",
        "brand": "Nintendo",
        "model": null,
        "notes": "Console with two controllers and about 10 games.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 550,
        "value_range_high_local": 800,
        "owner_stated_value_local": 650,
        "spoken_value_local": 650,
        "transcript_timestamp_seconds": 888,
        "additional_timestamps": [],
        "frame_key": "sample/switch.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 650
          }
        ],
        "space_id": "second_bedroom",
        "space_name": "Kids' room",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Nintendo Switch and games",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "washer",
        "name": "LG front-loader washing machine",
        "category": "appliances",
        "brand": "LG",
        "model": null,
        "notes": "Front-loading washing machine.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": true,
        "receipt_scope": "whole_entry",
        "receipt_photos": [
          "washer-receipt.jpg"
        ],
        "user_photo_meta": {
          "washer-receipt.jpg": {
            "added_at": "2026-10-18T03:40:00Z",
            "source": "library",
            "taken_at": "2024-11-21T11:05:00",
            "sha256": "cfdb41e984a39c0ee22923d14b34832934d2a99f00a7402049957d7b6c037c42"
          }
        },
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 900,
        "value_range_high_local": 1300,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 970,
        "additional_timestamps": [],
        "frame_key": "sample/washer.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 1300
          }
        ],
        "space_id": "laundry",
        "space_name": "Laundry",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "LG front-loader washing machine",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "dryer",
        "name": "Clothes dryer",
        "category": "appliances",
        "brand": null,
        "model": null,
        "notes": "Dryer on the shelf above the washer.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 600,
        "value_range_high_local": 1000,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 984,
        "additional_timestamps": [],
        "frame_key": "sample/dryer.jpg",
        "gap_tasks": [
          {
            "type": "brand_clarification",
            "detail": "Add a photo of the label so the brand is on record.",
            "value_at_risk": 1000
          }
        ],
        "space_id": "laundry",
        "space_name": "Laundry",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Clothes dryer",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "vacuum",
        "name": "Dyson stick vacuum",
        "category": "appliances",
        "brand": "Dyson",
        "model": null,
        "notes": "Cordless stick vacuum on its wall dock.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "high",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 650,
        "value_range_high_local": 950,
        "owner_stated_value_local": 750,
        "spoken_value_local": 750,
        "transcript_timestamp_seconds": 1000,
        "additional_timestamps": [],
        "frame_key": "sample/vacuum.jpg",
        "gap_tasks": [
          {
            "type": "serial_number",
            "detail": "Add the serial number from the label.",
            "value_at_risk": 750
          }
        ],
        "space_id": "laundry",
        "space_name": "Laundry",
        "entry_kind": "single",
        "value_basis": "entry_total",
        "contents_description": "Dyson stick vacuum",
        "amount": {
          "count": 1,
          "unit": "piece",
          "precision": "reported_exact",
          "description": ""
        },
        "excluded_entry_ids": [],
        "excluded_contents": []
      },
      {
        "item_id": "linen",
        "name": "Towels, sheets and quilts",
        "category": "homewares_bedding_linen",
        "brand": null,
        "model": null,
        "notes": "Linen cupboard: towels, sheet sets and spare quilts.",
        "quantity": 1,
        "purchase_context": "unknown",
        "confidence": "medium",
        "has_receipt_mentioned": false,
        "receipt_scope": "none",
        "receipt_photos": [],
        "requires_specialist_valuation": false,
        "estimate_status": "estimated",
        "value_range_low_local": 900,
        "value_range_high_local": 1500,
        "owner_stated_value_local": null,
        "spoken_value_local": null,
        "transcript_timestamp_seconds": 1018,
        "additional_timestamps": [],
        "frame_key": "sample/linen.jpg",
        "gap_tasks": [
          {
            "type": "quantity_confirmation",
            "detail": "Confirm roughly how many are in this group.",
            "value_at_risk": 1500
          }
        ],
        "space_id": "laundry",
        "space_name": "Laundry",
        "entry_kind": "group",
        "value_basis": "entry_total",
        "contents_description": "Linen cupboard: towels, sheet sets and spare quilts.",
        "amount": {
          "count": 45,
          "unit": "piece",
          "precision": "approximate",
          "description": "About 45 pieces"
        },
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}
