Vintage Coach Hunter

{
    "is_handbag_probability": 0.975,
    "coach_probability": 0.035,
    "vintage_probability": 0.635,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.565,
    "seller_misidentification_probability": 0.045,
    "confidence": 0.74,
    "recommended_max_bid": 9,
    "estimated_resale_low": 7.5,
    "estimated_resale_high": 27.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 2: clearly a handbag with a compact structured silhouette and top handle",
        "photo 1: visible stamped wording reads \"GENUINE LEATHER LINING,\" indicating a leather-lined interior"
    ],
    "negative_evidence": [
        "photo 2: glossy black patent-like exterior and generic rectangular frame silhouette do not resemble a typical vintage Coach glove-tanned leather classic",
        "photo 1: visible lining stamp is not a Coach creed and shows no Coach wordmark or serial format",
        "photo 3: interior appears leather-lined rather than the unlined suede-backed construction common to many classic vintage Coach bags",
        "photo 2: no visible Coach hangtag, horse-and-carriage mark, or recognizable Coach model feature",
        "photo 4: hardware and strap construction appear generic; no legible Coach engraving is visible",
        "photo 1: interior stamp reads GENUINE LEATHER LINING, not a Coach creed patch with No. line",
        "photo 1-4: no COACH wordmark, horse-and-carriage, or hangtag visible",
        "photo 2-4: black patent frame \/ kisslock-clasp top-handle silhouette with rigid frame - not a catalog Coach classic silhouette",
        "photo 2-4: high-gloss patent leather exterior, not glove-tanned cowhide with suede-back unlined interior",
        "photo 3: tan leather lining with center zip compartment, not unlined suede-back glove-tanned construction"
    ],
    "missing_information": [
        "photo 1: a straight-on, close-up photograph of the entire interior and all pockets",
        "photo 2: exterior back, bottom, side seams, and corners",
        "photo 3: close-up photographs of the clasp, zipper pulls, and strap attachment hardware",
        "photo 1: any interior leather patch, fabric tag, or maker label is not shown",
        "photo 1-4: no Coach creed patch shown - request straight-on interior back wall\/pocket in raking light",
        "photo 1-4: no maker mark, country line, or serial visible - request any interior stamps or labels",
        "photo 2-4: exterior bottom, corners and side views not shown",
        "photo 1,3: zipper brand stamp not legible"
    ],
    "authenticity_concerns": [
        "photo 1: the only visible stamp says \"GENUINE LEATHER LINING,\" not a Coach creed or Coach-specific identifier",
        "photo 2: patent-like finish and generic frame-bag construction are inconsistent with the most recognizable vintage Coach classic construction"
    ],
    "possible_model_reasoning": [
        "No Coach model is a strong match: the frame clasp, glossy exterior, and leather-lined interior are more consistent with a generic vintage handbag than a listed classic Coach style.",
        "Condition: Good; substantial visible scuffing and creasing on the glossy exterior and handle (photos 2 and 4), while interior condition appears used but intact (photo 3).",
        "No Coach model fits: frame kisslock\/clasp patent top-handle with GENUINE LEATHER LINING stamp and no creed\/wordmark does not match City Bag, Willis, Court, Dinky or Cashin kisslock styles in leather, hardware and lining",
        "Era reasoning: patent frame bag form suggests generic vintage-style evening bag, but with no Coach identifiers era cannot be assigned to a Coach era table",
        "Condition: Good to Very Good; patent shows surface scratches\/scuffs (photo 2), handle edge wear (photo 4), interior lining shows soiling\/wear (photo 1, photo 3)"
    ],
    "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 2: gold-tone rectangular frame clasp; photo 3: metal zipper and clasp hardware visible, with no legible Coach marking",
        "leather_description": "photo 2: glossy black patent-like exterior; seller states leather, but material cannot be independently confirmed from the photos",
        "lining_description": "photo 1: tan interior with visible stamped wording \"GENUINE LEATHER LINING\" and a metal zipper",
        "strap_construction": "photo 2: single short glossy black top handle attached at both sides; photo 4: handle shows surface wear or creasing",
        "stitching_description": "photo 1 and photo 4: visible stitching appears generally regular, but close stress-point inspection is limited"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0032,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.04,
                "vintage_probability": 0.72,
                "authenticity_confidence": 0.03,
                "image_quality_score": 0.68,
                "seller_misidentification_probability": 0.06,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 2: clearly a handbag with a compact structured silhouette and top handle",
                    "photo 1: visible stamped wording reads \"GENUINE LEATHER LINING,\" indicating a leather-lined interior"
                ],
                "negative_evidence": [
                    "photo 2: glossy black patent-like exterior and generic rectangular frame silhouette do not resemble a typical vintage Coach glove-tanned leather classic",
                    "photo 1: visible lining stamp is not a Coach creed and shows no Coach wordmark or serial format",
                    "photo 3: interior appears leather-lined rather than the unlined suede-backed construction common to many classic vintage Coach bags",
                    "photo 2: no visible Coach hangtag, horse-and-carriage mark, or recognizable Coach model feature",
                    "photo 4: hardware and strap construction appear generic; no legible Coach engraving is visible"
                ],
                "missing_information": [
                    "photo 1: a straight-on, close-up photograph of the entire interior and all pockets",
                    "photo 2: exterior back, bottom, side seams, and corners",
                    "photo 3: close-up photographs of the clasp, zipper pulls, and strap attachment hardware",
                    "photo 1: any interior leather patch, fabric tag, or maker label is not shown"
                ],
                "authenticity_concerns": [
                    "photo 1: the only visible stamp says \"GENUINE LEATHER LINING,\" not a Coach creed or Coach-specific identifier",
                    "photo 2: patent-like finish and generic frame-bag construction are inconsistent with the most recognizable vintage Coach classic construction"
                ],
                "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 2: gold-tone rectangular frame clasp; photo 3: metal zipper and clasp hardware visible, with no legible Coach marking",
                    "leather_description": "photo 2: glossy black patent-like exterior; seller states leather, but material cannot be independently confirmed from the photos",
                    "lining_description": "photo 1: tan interior with visible stamped wording \"GENUINE LEATHER LINING\" and a metal zipper",
                    "strap_construction": "photo 2: single short glossy black top handle attached at both sides; photo 4: handle shows surface wear or creasing",
                    "stitching_description": "photo 1 and photo 4: visible stitching appears generally regular, but close stress-point inspection is limited"
                },
                "possible_model_reasoning": [
                    "No Coach model is a strong match: the frame clasp, glossy exterior, and leather-lined interior are more consistent with a generic vintage handbag than a listed classic Coach style.",
                    "Condition: Good; substantial visible scuffing and creasing on the glossy exterior and handle (photos 2 and 4), while interior condition appears used but intact (photo 3)."
                ],
                "confidence": 0.78,
                "recommended_max_bid": 10,
                "estimated_resale_low": 10,
                "estimated_resale_high": 35
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.03,
                "coach_probability": 0.03,
                "confidence": 0.7,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 20,
                "estimated_resale_low": 5,
                "image_quality_score": 0.45,
                "is_handbag_probability": 0.97,
                "missing_information": [
                    "photo 1-4: no Coach creed patch shown - request straight-on interior back wall\/pocket in raking light",
                    "photo 1-4: no maker mark, country line, or serial visible - request any interior stamps or labels",
                    "photo 2-4: exterior bottom, corners and side views not shown",
                    "photo 1,3: zipper brand stamp not legible"
                ],
                "negative_evidence": [
                    "photo 1: interior stamp reads GENUINE LEATHER LINING, not a Coach creed patch with No. line",
                    "photo 1-4: no COACH wordmark, horse-and-carriage, or hangtag visible",
                    "photo 2-4: black patent frame \/ kisslock-clasp top-handle silhouette with rigid frame - not a catalog Coach classic silhouette",
                    "photo 2-4: high-gloss patent leather exterior, not glove-tanned cowhide with suede-back unlined interior",
                    "photo 3: tan leather lining with center zip compartment, not unlined suede-back glove-tanned construction"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "gold-tone rectangular frame clasp at top (photo 3, photo 4) and silver-tone zipper (photo 1); no brass turnlock, no COACH engraving visible",
                    "leather_description": "black high-gloss patent leather exterior (photo 2, photo 4); scuffs\/scratches visible on front (photo 2)",
                    "lining_description": "tan leather lining stamped GENUINE LEATHER LINING (photo 1); tan suede-like compartment visible in top view (photo 3)",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "light-colored edge stitching visible on top handle (photo 4); interior stitching along lining (photo 1); no detailed stitch assessment possible",
                    "strap_construction": "short fixed black patent top handle, stitched edges (photo 2, photo 3, photo 4); no detachable crossbody strap, no dogleash clips or buckle adjustment visible",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "No Coach model fits: frame kisslock\/clasp patent top-handle with GENUINE LEATHER LINING stamp and no creed\/wordmark does not match City Bag, Willis, Court, Dinky or Cashin kisslock styles in leather, hardware and lining",
                    "Era reasoning: patent frame bag form suggests generic vintage-style evening bag, but with no Coach identifiers era cannot be assigned to a Coach era table",
                    "Condition: Good to Very Good; patent shows surface scratches\/scuffs (photo 2), handle edge wear (photo 4), interior lining shows soiling\/wear (photo 1, photo 3)"
                ],
                "possible_models": [],
                "recommended_max_bid": 8,
                "seller_misidentification_probability": 0.03,
                "vintage_probability": 0.55
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16843,
            "output_tokens": 826,
            "total_tokens": 17669,
            "estimated_cost_usd": 0.00872
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 17160,
            "output_tokens": 1268,
            "total_tokens": 18428,
            "estimated_cost_usd": 0.004446
        }
    ]
}