Vintage Coach Hunter

{
    "is_handbag_probability": 0.965,
    "coach_probability": 0.01,
    "vintage_probability": 0.015,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.815,
    "seller_misidentification_probability": 0.02,
    "confidence": 0.955,
    "recommended_max_bid": 10,
    "estimated_resale_low": 12.5,
    "estimated_resale_high": 37.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly a small crossbody handbag with a shoulder strap and a recycled Florida license-plate body.",
        "photo 2: Interior opening and snap closure are visible.",
        "photo 3: Recycled-material decorations, including a bottle-cap ornament and a recycling sticker, are visible."
    ],
    "negative_evidence": [
        "photo 1: The exterior is a metal license plate rather than Coach glove-tanned leather, coated canvas, or another recognizable Coach material.",
        "photo 1: No Coach wordmark, horse-and-carriage logo, or leather Coach hangtag is visible.",
        "photo 2: No Coach creed patch, serial\/style number, or fabric Coach tag is visible.",
        "photo 3: The construction and novelty recycled-license-plate design do not match the documented Coach handbag catalog.",
        "photo 1: body is formed metal Florida license plate, not leather",
        "photo 2: snap flap and hinge construction, not Coach turnlock or glove-tanned construction",
        "photo 3: maker sticker reads LITTLE EARTH, not Coach; bottle-cap closure",
        "all photos: no creed patch, no COACH wordmark, no leather hangtag, no brass Coach hardware"
    ],
    "missing_information": [
        "photo 2: A fully opened interior view would confirm the lining and any hidden labels, although the visible construction already strongly indicates a non-Coach novelty bag.",
        "photo 1: Close-ups of both strap attachments and any maker label are not provided."
    ],
    "authenticity_concerns": [
        "photo 1: The license-plate construction and novelty decorations are inconsistent with vintage Coach handbag construction.",
        "photo 2: No Coach identifiers are visible anywhere in the supplied views."
    ],
    "possible_model_reasoning": [
        "photo 1: The cylindrical\/rounded license-plate body, Florida plate lettering, and novelty recycled decorations identify this as a non-Coach recycled-material crossbody rather than a Coach catalog style.",
        "photo 2: The visible snap closure and black interior do not correspond to a recognizable vintage Coach construction.",
        "photo 1: Condition appears Good overall: visible scratches, scuffs, and wear on the metal plate and decorative elements; no major structural break is visible. Interior condition and odor are unknown.",
        "Condition: Good to Very Good novelty bag; metal body intact, strap present (photos 1-3)",
        "Identification as Little Earth recycled license-plate crossbody from sticker in photo 3 and license-plate construction; inconsistent with any Coach era, leather, hardware, or lining; no Coach model applies"
    ],
    "estimated_era": "modern (2000s+), non-Coach",
    "observed_features": {
        "creed_present": false,
        "serial_or_style_number_present": false,
        "coach_wordmark_present": false,
        "turnlock_present": false,
        "hangtag_present": false,
        "creed_text": "not_visible",
        "serial_or_style_number": "not_visible",
        "hardware_description": "photo 1: Silver-tone metal rivets, rings, and snap-style hardware are visible; no Coach-marked hardware is visible. photo 3: A bottle-cap decorative element is attached to the exterior.",
        "leather_description": "photo 1: The main body is a recycled metal Florida license plate; black strap material appears leather-like or synthetic, but its composition is not determinable from the photos.",
        "lining_description": "photo 2: A black interior panel or lining is visible, but its material and full construction are not determinable.",
        "strap_construction": "photo 1: A long, narrow black shoulder strap attaches at both sides with silver-tone swivel clips.",
        "stitching_description": "not_visible"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0007,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.01,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.88,
                "seller_misidentification_probability": 0.02,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: Clearly a small crossbody handbag with a shoulder strap and a recycled Florida license-plate body.",
                    "photo 2: Interior opening and snap closure are visible.",
                    "photo 3: Recycled-material decorations, including a bottle-cap ornament and a recycling sticker, are visible."
                ],
                "negative_evidence": [
                    "photo 1: The exterior is a metal license plate rather than Coach glove-tanned leather, coated canvas, or another recognizable Coach material.",
                    "photo 1: No Coach wordmark, horse-and-carriage logo, or leather Coach hangtag is visible.",
                    "photo 2: No Coach creed patch, serial\/style number, or fabric Coach tag is visible.",
                    "photo 3: The construction and novelty recycled-license-plate design do not match the documented Coach handbag catalog."
                ],
                "missing_information": [
                    "photo 2: A fully opened interior view would confirm the lining and any hidden labels, although the visible construction already strongly indicates a non-Coach novelty bag.",
                    "photo 1: Close-ups of both strap attachments and any maker label are not provided."
                ],
                "authenticity_concerns": [
                    "photo 1: The license-plate construction and novelty decorations are inconsistent with vintage Coach handbag construction.",
                    "photo 2: No Coach identifiers are visible anywhere in the supplied views."
                ],
                "observed_features": {
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "serial_or_style_number_present": false,
                    "serial_or_style_number": "not_visible",
                    "coach_wordmark_present": false,
                    "turnlock_present": false,
                    "hangtag_present": false,
                    "hardware_description": "photo 1: Silver-tone metal rivets, rings, and snap-style hardware are visible; no Coach-marked hardware is visible. photo 3: A bottle-cap decorative element is attached to the exterior.",
                    "leather_description": "photo 1: The main body is a recycled metal Florida license plate; black strap material appears leather-like or synthetic, but its composition is not determinable from the photos.",
                    "lining_description": "photo 2: A black interior panel or lining is visible, but its material and full construction are not determinable.",
                    "strap_construction": "photo 1: A long, narrow black shoulder strap attaches at both sides with silver-tone swivel clips.",
                    "stitching_description": "not_visible"
                },
                "possible_model_reasoning": [
                    "photo 1: The cylindrical\/rounded license-plate body, Florida plate lettering, and novelty recycled decorations identify this as a non-Coach recycled-material crossbody rather than a Coach catalog style.",
                    "photo 2: The visible snap closure and black interior do not correspond to a recognizable vintage Coach construction.",
                    "photo 1: Condition appears Good overall: visible scratches, scuffs, and wear on the metal plate and decorative elements; no major structural break is visible. Interior condition and odor are unknown."
                ],
                "confidence": 0.94,
                "recommended_max_bid": 10,
                "estimated_resale_low": 15,
                "estimated_resale_high": 50
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.97,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 25,
                "estimated_resale_low": 10,
                "image_quality_score": 0.75,
                "is_handbag_probability": 0.95,
                "missing_information": [],
                "negative_evidence": [
                    "photo 1: body is formed metal Florida license plate, not leather",
                    "photo 2: snap flap and hinge construction, not Coach turnlock or glove-tanned construction",
                    "photo 3: maker sticker reads LITTLE EARTH, not Coach; bottle-cap closure",
                    "all photos: no creed patch, no COACH wordmark, no leather hangtag, no brass Coach hardware"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone rivets, rear hinge, lobster-clasp strap ends, bottle-cap snap tab; chrome end caps",
                    "leather_description": "no leather body; body is painted metal license plate; small black leather-like tabs and thin black crossbody strap only",
                    "lining_description": "black flat flap underside visible in photo 2; no Coach suede or fabric lining",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "not_visible",
                    "strap_construction": "thin black strap with silver-tone lobster clasps, detachable",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Condition: Good to Very Good novelty bag; metal body intact, strap present (photos 1-3)",
                    "Identification as Little Earth recycled license-plate crossbody from sticker in photo 3 and license-plate construction; inconsistent with any Coach era, leather, hardware, or lining; no Coach model applies"
                ],
                "possible_models": [],
                "recommended_max_bid": 10,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.02
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 19681,
            "output_tokens": 790,
            "total_tokens": 20471,
            "estimated_cost_usd": 0.009768
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 20399,
            "output_tokens": 972,
            "total_tokens": 21371,
            "estimated_cost_usd": 0.004857
        }
    ]
}