Vintage Coach Hunter

{
    "is_handbag_probability": 0.66,
    "coach_probability": 0.035,
    "vintage_probability": 0.56,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.28,
    "seller_misidentification_probability": 0.06,
    "confidence": 0.255,
    "recommended_max_bid": 10,
    "estimated_resale_low": 17.5,
    "estimated_resale_high": 65,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Leather-like textured material and a visible ruler suggest a handbag-sized item, though the overall bag is not shown.",
        "photo 2: A diamond-shaped embossed or stamped mark is visible, but it does not legibly show a Coach creed or wordmark."
    ],
    "negative_evidence": [
        "photo 1: The material has an exotic\/reptile pattern and polished finish, unlike the smooth glove-tanned leather typical of classic vintage Coach.",
        "photo 2: The visible diamond-shaped stamp is not a recognizable Coach creed patch, and no Coach wordmark or horse-and-carriage is legible.",
        "photos 1-2: Only close-up details are provided; the silhouette, closure, hardware, strap attachments, lining, and construction cannot be compared with Coach models.",
        "photo 2: diamond-shaped 'GENUINE ALLIGATOR MADE IN U.S.A.'-type stamp on suede, not Coach creed wording, no 'No.' line, no COACH lozenge",
        "photo 1: polished cognac alligator skin with braided\/contrast trim description - inconsistent with vintage Coach glove-tanned cowhide classics which are smooth matte-to-satin cowhide",
        "no COACH wordmark, horse-and-carriage, creed patch, hangtag, or solid-brass turnlock visible in either photo",
        "no unlined glove-tanned cowhide, solid brass hardware, or catalog silhouette visible to support Coach"
    ],
    "missing_information": [
        "Overall front, back, side, and bottom photographs.",
        "Straight-on photograph of the complete interior, including all pockets and labels.",
        "Close-up of any interior leather patch, fabric tag, zipper pull, or hardware engraving.",
        "Full strap and attachment photographs.",
        "Clear photograph of the flap, braided trim, closure, and all corners.",
        "photo 1-2 only close-ups, no full front\/back\/bottom\/side\/interior views to confirm handbag silhouette",
        "creed patch not shown - need straight-on interior back wall \/ slip pocket photo",
        "turnlock \/ closure \/ hardware not shown",
        "strap full length, attachments and buckle holes not shown",
        "hangtag \/ wordmark \/ horse-and-carriage not shown",
        "seller-stated dimensions and full bag photos for scale and model match"
    ],
    "authenticity_concerns": [
        "photo 2: The embossed diamond-shaped mark appears inconsistent with a standard Coach creed presentation, but its wording is not readable enough to identify the maker.",
        "photos 1-2: No Coach identifier is visible, so Coach manufacture cannot be supported from the available views."
    ],
    "possible_model_reasoning": [
        "The available close-ups do not show a recognizable Coach silhouette or construction feature, so no Coach model can be proposed.",
        "The diamond-shaped stamp in photo 2 is not legible and cannot be decoded as a Coach creed or serial.",
        "Condition cannot be reliably graded because the complete exterior, interior, bottom, strap, and hardware are not shown.",
        "no Coach model match: only two extreme close-ups provided, no silhouette, closure, strap type or proportions visible to compare to catalog",
        "exotic alligator + diamond 'GENUINE ALLIGATOR' stamp points away from 1970s-1990s glove-tanned cowhide classics; Coach exotics are modern and carry standard creed\/fabric tags, not seen here",
        "Condition: ungradable; no corners, edges, strap, hardware or interior condition visible"
    ],
    "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": "not_visible",
        "leather_description": "photo 1: Brown, glossy, reptile-patterned leather or leather-like material with pronounced horizontal texture; exact species and material are not verifiable.",
        "lining_description": "photo 2: brown suede-like interior with diamond stamp; full lining coverage not visible; photo 1 shows dark burgundy textile at edge but context unclear",
        "strap_construction": "not_visible",
        "stitching_description": "photo 1: light-colored edge stitching visible but focus and framing too tight to assess evenness"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0017,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.72,
                "coach_probability": 0.04,
                "vintage_probability": 0.62,
                "authenticity_confidence": 0.03,
                "image_quality_score": 0.34,
                "seller_misidentification_probability": 0.09,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: Leather-like textured material and a visible ruler suggest a handbag-sized item, though the overall bag is not shown.",
                    "photo 2: A diamond-shaped embossed or stamped mark is visible, but it does not legibly show a Coach creed or wordmark."
                ],
                "negative_evidence": [
                    "photo 1: The material has an exotic\/reptile pattern and polished finish, unlike the smooth glove-tanned leather typical of classic vintage Coach.",
                    "photo 2: The visible diamond-shaped stamp is not a recognizable Coach creed patch, and no Coach wordmark or horse-and-carriage is legible.",
                    "photos 1-2: Only close-up details are provided; the silhouette, closure, hardware, strap attachments, lining, and construction cannot be compared with Coach models."
                ],
                "missing_information": [
                    "Overall front, back, side, and bottom photographs.",
                    "Straight-on photograph of the complete interior, including all pockets and labels.",
                    "Close-up of any interior leather patch, fabric tag, zipper pull, or hardware engraving.",
                    "Full strap and attachment photographs.",
                    "Clear photograph of the flap, braided trim, closure, and all corners."
                ],
                "authenticity_concerns": [
                    "photo 2: The embossed diamond-shaped mark appears inconsistent with a standard Coach creed presentation, but its wording is not readable enough to identify the maker.",
                    "photos 1-2: No Coach identifier is visible, so Coach manufacture cannot be supported from the available 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": "not_visible",
                    "leather_description": "photo 1: Brown, glossy, reptile-patterned leather or leather-like material with pronounced horizontal texture; exact species and material are not verifiable.",
                    "lining_description": "not_visible",
                    "strap_construction": "not_visible",
                    "stitching_description": "not_visible"
                },
                "possible_model_reasoning": [
                    "The available close-ups do not show a recognizable Coach silhouette or construction feature, so no Coach model can be proposed.",
                    "The diamond-shaped stamp in photo 2 is not legible and cannot be decoded as a Coach creed or serial.",
                    "Condition cannot be reliably graded because the complete exterior, interior, bottom, strap, and hardware are not shown."
                ],
                "confidence": 0.26,
                "recommended_max_bid": null,
                "estimated_resale_low": 20,
                "estimated_resale_high": 80
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.03,
                "coach_probability": 0.03,
                "confidence": 0.25,
                "estimated_era": "unknown",
                "estimated_resale_high": 50,
                "estimated_resale_low": 15,
                "image_quality_score": 0.22,
                "is_handbag_probability": 0.6,
                "missing_information": [
                    "photo 1-2 only close-ups, no full front\/back\/bottom\/side\/interior views to confirm handbag silhouette",
                    "creed patch not shown - need straight-on interior back wall \/ slip pocket photo",
                    "turnlock \/ closure \/ hardware not shown",
                    "strap full length, attachments and buckle holes not shown",
                    "hangtag \/ wordmark \/ horse-and-carriage not shown",
                    "seller-stated dimensions and full bag photos for scale and model match"
                ],
                "negative_evidence": [
                    "photo 2: diamond-shaped 'GENUINE ALLIGATOR MADE IN U.S.A.'-type stamp on suede, not Coach creed wording, no 'No.' line, no COACH lozenge",
                    "photo 1: polished cognac alligator skin with braided\/contrast trim description - inconsistent with vintage Coach glove-tanned cowhide classics which are smooth matte-to-satin cowhide",
                    "no COACH wordmark, horse-and-carriage, creed patch, hangtag, or solid-brass turnlock visible in either photo",
                    "no unlined glove-tanned cowhide, solid brass hardware, or catalog silhouette visible to support Coach"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "not_visible",
                    "leather_description": "photo 1: cognac \/ reddish-brown polished alligator skin with scale pattern, subtle shine; light contrast stitching at edge",
                    "lining_description": "photo 2: brown suede-like interior with diamond stamp; full lining coverage not visible; photo 1 shows dark burgundy textile at edge but context unclear",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "photo 1: light-colored edge stitching visible but focus and framing too tight to assess evenness",
                    "strap_construction": "not_visible",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "no Coach model match: only two extreme close-ups provided, no silhouette, closure, strap type or proportions visible to compare to catalog",
                    "exotic alligator + diamond 'GENUINE ALLIGATOR' stamp points away from 1970s-1990s glove-tanned cowhide classics; Coach exotics are modern and carry standard creed\/fabric tags, not seen here",
                    "Condition: ungradable; no corners, edges, strap, hardware or interior condition visible"
                ],
                "possible_models": [],
                "recommended_max_bid": 10,
                "seller_misidentification_probability": 0.03,
                "vintage_probability": 0.5
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16099,
            "output_tokens": 704,
            "total_tokens": 16803,
            "estimated_cost_usd": 0.008129
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 16470,
            "output_tokens": 1492,
            "total_tokens": 17962,
            "estimated_cost_usd": 0.004488
        }
    ]
}