Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.02,
    "vintage_probability": 0.35,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.78,
    "seller_misidentification_probability": 0.18,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: the bag is a fabric handbag with a prominent embroidered cat motif and wooden top handle, not a typical Coach leather construction",
        "photo 1: closure appears to use multiple white snap fasteners rather than a Coach turnlock or other recognizable Coach closure",
        "photo 2: no COACH wordmark, horse-and-carriage, leather hangtag, or creed patch is visible",
        "photo 4: the bag has fabric lining and fabric body panels, which are inconsistent with classic glove-tanned Coach leather bags",
        "photos 1-5: the silhouette and decorative embroidery do not match a recognizable Coach catalog model"
    ],
    "missing_information": [
        "photo 6: exterior back and bottom are not shown",
        "photo 6: no close-up of any interior label, sewn brand tag, or country-of-manufacture tag",
        "photo 6: zipper, snap, and handle attachment details are not shown closely enough to identify a maker",
        "photo 6: seller-stated dimensions and material composition are unavailable"
    ],
    "authenticity_concerns": [
        "photos 1-5: no Coach identifiers are visible and the fabric\/embroidered construction strongly suggests an unbranded or other-brand novelty handbag rather than Coach",
        "photo 1: the prominent cat embroidery and wooden handle provide no Coach-specific evidence"
    ],
    "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": "photos 1-5: white snap fasteners are visible; dark brown wooden top handle; no Coach-marked hardware visible",
        "leather_description": "photos 1-5: no leather body is visible; body appears to be woven or synthetic\/fabric material with dark edging",
        "lining_description": "photos 5-6: light-colored fabric lining is visible; no label is readable",
        "strap_construction": "not_visible",
        "stitching_description": "photos 1-5: dark edging and machine-stitched fabric panels are visible; close stress-point stitching is not assessable"
    },
    "possible_model_reasoning": [
        "photos 1-5: no Coach model is a reasonable match; the round novelty shape, wooden handle, snap closure, and cat embroidery are outside the listed Coach catalog silhouettes",
        "photos 1-5: apparent fabric construction and lining point to a generic or other-brand vintage novelty handbag",
        "Condition: Good to Very Good provisionally; visible fabric discoloration\/spotting and creasing are present, but bottom, hardware function, odor, and full interior condition are not established"
    ],
    "confidence": 0.86,
    "recommended_max_bid": 8,
    "estimated_resale_low": 8,
    "estimated_resale_high": 30,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 26501,
            "output_tokens": 740,
            "total_tokens": 27241,
            "estimated_cost_usd": 0.012376
        }
    ]
}