Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.03,
    "vintage_probability": 0.35,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.86,
    "seller_misidentification_probability": 0.04,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: handbag is covered in leopard-print faux fur with a bamboo handle, materials not characteristic of vintage Coach glove-tanned leather classics.",
        "photo 3: interior is fabric-lined and lacks a visible Coach creed patch or recognizable Coach branding.",
        "photo 1: oversized bamboo-style toggle and handle are not typical Coach vintage turnlock construction.",
        "photo 3: visible interior plaque is too small and indistinct to read as COACH; no legible Coach wordmark is shown.",
        "photo 3: visible hardware appears mixed gold-tone and silver-tone, inconsistent with the matched solid-brass hardware typical of many vintage Coach classics."
    ],
    "missing_information": [
        "photo 3: close-up of the small interior plaque to determine whether any brand is stamped.",
        "Back, side, and bottom views to inspect construction and labels.",
        "Close-up of all interior pockets, seams, and any care or maker tags.",
        "Strap and hardware close-ups; no detachable strap is visible in the provided photos."
    ],
    "authenticity_concerns": [
        "photo 1: construction and materials strongly resemble a generic or fashion novelty handbag rather than a Coach product.",
        "photo 3: absence of a visible creed, style number, or legible Coach branding provides no Coach-made 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": true,
        "hangtag_present": false,
        "hardware_description": "photo 1 and photo 3: bamboo-style toggle closure with rectangular metal receiver; bamboo handle; some hardware appears gold-tone and some silver-tone.",
        "leather_description": "photo 1: no exterior leather body is visible; exterior appears leopard-print faux fur with dark synthetic-looking base trim.",
        "lining_description": "photo 3: dark fabric lining is visible; no creed patch is visible.",
        "strap_construction": "not_visible",
        "stitching_description": "photo 1 and photo 3: visible perimeter stitching is functional but somewhat exposed\/rough at the faux-fur edges; detailed stitch quality is not fully assessable."
    },
    "possible_model_reasoning": [
        "No Coach model is a close match: the leopard faux-fur body, bamboo handle, and novelty toggle do not correspond to the listed vintage Coach classic silhouettes.",
        "photo 1: ruler suggests a small handbag approximately 8\u20139 inches wide, but dimensions alone do not support a Coach identification.",
        "Condition: Good; visible edge wear and fraying around the faux-fur perimeter (photos 1\u20133), with interior wear or staining not fully assessable."
    ],
    "confidence": 0.82,
    "recommended_max_bid": 8,
    "estimated_resale_low": 5,
    "estimated_resale_high": 30,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 21933,
            "output_tokens": 807,
            "total_tokens": 22740,
            "estimated_cost_usd": 0.01071
        }
    ]
}