Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.03,
    "vintage_probability": 0.58,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.78,
    "seller_misidentification_probability": 0.04,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Structured patent-look handbag with gold-tone frame hardware and a short handle is clearly visible.",
        "photo 2: Front view shows a rectangular framed silhouette consistent with a vintage evening or handbag design.",
        "photo 3: Interior is visible and appears to have a dark fabric lining."
    ],
    "negative_evidence": [
        "photo 1: Glossy patent-like exterior is not characteristic of classic vintage Coach glove-tanned leather.",
        "photo 1: The hardware is a large rigid frame and handle attachment rather than a recognizable Coach turnlock or classic Coach construction.",
        "photo 2: No COACH wordmark, horse-and-carriage mark, hangtag, or other visible Coach identifier.",
        "photo 3: No visible creed patch, serial\/style number, or Coach fabric tag in the interior.",
        "photo 3: Interior appears fabric-lined, with no visible unlined suede-back leather construction typical of many classic vintage Coach bags."
    ],
    "missing_information": [
        "photo 3: Interior compartments and any concealed pockets should be photographed closely to verify whether a brand label or creed is present.",
        "A close-up of the bottom, side seams, hardware, and handle attachments would help assess construction and age.",
        "Seller-stated dimensions are available, but no provenance or maker label is provided."
    ],
    "authenticity_concerns": [
        "The patent-like material, framed evening-bag construction, and lack of any Coach identifier are inconsistent with a typical vintage Coach handbag.",
        "The bag may be a generic vintage framed handbag rather than a misidentified Coach item."
    ],
    "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: Gold-tone rigid metal frame, elongated side hardware, and short rounded handle attachments; no visible Coach engraving.",
        "leather_description": "photo 1: Highly glossy black-brown patent-like surface; natural glove-tanned leather characteristics are not visible.",
        "lining_description": "photo 3: Dark fabric lining is visible, with apparent interior pockets; no label or creed is visible.",
        "strap_construction": "photo 1: Short fixed top handle attached at the sides; no detachable or adjustable Coach-style shoulder strap is visible.",
        "stitching_description": "photo 1: Exterior edge appears neatly finished, but detailed stitching is not sufficiently visible."
    },
    "possible_model_reasoning": [
        "The long rectangular proportions and metal frame fit a generic vintage framed evening handbag, not a specific recognizable Coach model.",
        "The seller-stated 12 x 5 x 3 inch dimensions support a slim framed handbag, but dimensions alone do not identify Coach.",
        "Condition: Good to Very Good based on visible intact exterior and hardware; significant glare and limited close-ups prevent assessment of lining wear, odor, frame function, and underside wear."
    ],
    "confidence": 0.82,
    "recommended_max_bid": 10,
    "estimated_resale_low": 15,
    "estimated_resale_high": 45,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16598,
            "output_tokens": 790,
            "total_tokens": 17388,
            "estimated_cost_usd": 0.008535
        }
    ]
}