Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.02,
    "vintage_probability": 0.03,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.78,
    "seller_misidentification_probability": 0.08,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: body is covered in decorative embroidered textile bands rather than Coach's typical leather, coated canvas, or signature canvas construction.",
        "photo 2: front closure appears to be a simple snap, not a recognizable vintage Coach turnlock.",
        "photo 3: interior is fabric-lined with a zip pocket and no visible Coach creed patch.",
        "photo 4: small interior label is too blurred to read and does not visibly show a legible COACH wordmark or horse-and-carriage.",
        "photo 5: exterior is a textile clutch\/crossbody design with decorative embroidery and a braided cord strap, not a clearly recognizable Coach silhouette.",
        "photo 6: side construction and narrow profile provide no visible Coach identifiers."
    ],
    "missing_information": [
        "photo 4: close, straight-on photograph of the interior label with enough resolution to read its text.",
        "A clear photograph of any manufacturer or care tag, if present.",
        "Seller-stated dimensions and a close-up of the strap attachment and hardware."
    ],
    "authenticity_concerns": [
        "No visible Coach identifier supports Coach manufacture; the decorative embroidered textile construction is inconsistent with the usual vintage Coach leather handbag population.",
        "The blurred interior label cannot be evaluated for brand, wording, or authenticity."
    ],
    "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 2-4: dark-tone snap closures and a small zipper pull are visible; no Coach-stamped hardware is legible.",
        "leather_description": "photos 1-6: no leather body is visible; the exterior appears to be embroidered textile or fabric.",
        "lining_description": "photos 3-4: light pink fabric or synthetic lining is visible, with an interior zip pocket.",
        "strap_construction": "photos 2, 5, and 6: long braided cord-style shoulder\/body strap is visible.",
        "stitching_description": "photos 1-6: visible seams and decorative textile bands appear generally even; close stress-point stitching is not shown."
    },
    "possible_model_reasoning": [
        "The bag is a small embroidered textile crossbody or clutch with a snap flap and braided cord strap; it does not match a recognizable Coach model from the catalog.",
        "The interior label in photo 4 is not legible and no creed, serial\/style number, Coach wordmark, or carriage is visible.",
        "Condition: approximately Very Good based on the seller's stated good pre-owned condition and generally intact visible exterior; interior and odor cannot be fully assessed from the photos."
    ],
    "confidence": 0.86,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 30,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17713,
            "output_tokens": 775,
            "total_tokens": 18488,
            "estimated_cost_usd": 0.008945
        }
    ]
}