Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.02,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.88,
    "seller_misidentification_probability": 0.08,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: floral blue-and-white plaid synthetic tote\/crossbody design has no visible Coach branding or recognizable Coach silhouette.",
        "photo 3: interior appears fabric-lined and contains multiple zip compartments, unlike many classic unlined vintage Coach leather styles.",
        "photo 4: interior label explicitly states \u201cNon-leather material\u201d and \u201cMade in Cambodia.\u201d",
        "photo 6: decorative rectangular clasp has a floral motif and is not a recognizable Coach turnlock; visible hardware is silver-tone.",
        "photo 1: exterior material is printed synthetic fabric with faux-leather trim, a construction inconsistent with vintage glove-tanned Coach leather."
    ],
    "missing_information": [
        "photo 3\/5: no straight-on view of every interior wall or pocket opening, although the visible label is sufficient to identify the material as non-leather.",
        "photo 1\/6: no Coach wordmark, horse-and-carriage mark, or hangtag is visible.",
        "photo 1\/2: seller-stated dimensions and measurements are not provided."
    ],
    "authenticity_concerns": [
        "photo 4: the non-leather-material label and generic floral construction strongly indicate a non-Coach bag rather than a Coach replica or vintage Coach item.",
        "photo 6: decorative floral clasp and silver-tone hardware do not match the usual geometry and material conventions of classic vintage Coach hardware."
    ],
    "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\/6: silver-tone rings, zipper hardware, and a rectangular decorative floral clasp; no recognizable Coach turnlock or Coach engraving visible.",
        "leather_description": "photo 1\/2\/4: printed non-leather synthetic exterior with tan synthetic trim; label explicitly says \u201cNon-leather material.\u201d",
        "lining_description": "photo 3\/5: brown fabric\/synthetic lining with multiple compartments and zippered dividers.",
        "strap_construction": "photo 1\/2\/5: two attached short handles plus a long adjustable crossbody strap with silver-tone clips.",
        "stitching_description": "photo 1\/2\/6: visible machine stitching appears generally even; synthetic trim and printed fabric edges are visible."
    },
    "possible_model_reasoning": [
        "The silhouette is a generic modern floral tote\/crossbody with multiple zip compartments, not a close match to a documented Coach model.",
        "photo 4: the Cambodia non-leather-material label supports modern manufacture and rules against a vintage glove-tanned Coach classification.",
        "Condition: Good to Very Good based on the provided views; no major damage is apparent, but the interior and all corners are not fully assessed."
    ],
    "confidence": 0.94,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 25,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17706,
            "output_tokens": 772,
            "total_tokens": 18478,
            "estimated_cost_usd": 0.008935
        }
    ]
}