Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.02,
    "vintage_probability": 0.65,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.92,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly a leather handbag with two long handles and multiple compartments.",
        "photo 2: The bag has extensive hand-tooled floral leather decoration and a visible MEXICO stamp, consistent with a Mexican-made tooled-leather bag rather than a typical Coach design.",
        "photo 6: Interior construction and multiple zippered compartments are clearly visible."
    ],
    "negative_evidence": [
        "photo 1: No Coach wordmark, horse-and-carriage logo, creed patch, or Coach hangtag is visible.",
        "photo 2: The visible MEXICO stamp is not a Coach identifier and the ornate Mexican tooling is inconsistent with the listed vintage Coach model catalog.",
        "photo 4: Bright silver-tone feet are visible; classic vintage Coach bags generally used solid brass hardware, with limited exceptions.",
        "photo 6: The bag has a fabric-lined, multi-compartment interior and several dark modern-looking zippers, not the typical unlined construction of many classic glove-tanned Coach bags.",
        "photo 1: The seller title identifies it as Mexican hand-tooled and the seller brand is Unbranded, which is consistent with the visual evidence."
    ],
    "missing_information": [
        "A close-up of any interior label or maker's mark not currently shown.",
        "Close-ups of zipper pulls and hardware markings.",
        "Seller-stated dimensions and weight.",
        "A clear odor\/mold disclosure and detailed condition photos of all corners and handle attachment points."
    ],
    "authenticity_concerns": [
        "photo 2: The visible MEXICO marking and Mexican floral tooling point toward a non-Coach maker; no Coach identifier supports Coach manufacture.",
        "photo 6: Fabric-lined multi-compartment construction and dark zipper hardware are inconsistent with a likely 1970s\u20131990s classic Coach interpretation."
    ],
    "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 4: Four bright silver-tone metal feet are visible; no Coach-branded hardware or turnlock is visible.",
        "leather_description": "photo 1: Brown leather with extensive floral and geometric hand-tooling; surface appears glossy or heavily conditioned. photo 2: A MEXICO stamp is visible.",
        "lining_description": "photo 6: Dark green fabric or suede-like lining with multiple compartments and zippered pockets.",
        "strap_construction": "photos 1-3: Two fixed, long double-layer leather handles attached to the upper body; stitching is visible along the handles.",
        "stitching_description": "photos 2, 3, and 6: Visible machine stitching is generally straight and even, including along the handles, body edges, and interior zippered compartments."
    },
    "possible_model_reasoning": [
        "The silhouette is a structured double-handle satchel, but it does not closely match a recognizable Coach classic model and no Coach style identifier is visible.",
        "The MEXICO marking and decorative tooling support a Mexican-made artisan or tourist-market leather handbag rather than Coach.",
        "Condition: approximately Very Good visually; leather remains intact, with noticeable gloss and ordinary handling creasing, but the interior, corners, and handle attachment points are not fully documented."
    ],
    "confidence": 0.91,
    "recommended_max_bid": 15,
    "estimated_resale_low": 15,
    "estimated_resale_high": 50,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 28550,
            "output_tokens": 862,
            "total_tokens": 29412,
            "estimated_cost_usd": 0.013489
        }
    ]
}