Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.02,
    "vintage_probability": 0.25,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.91,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [
        "photo 1: clearly a leather shoulder\/crossbody handbag with an adjustable strap",
        "photo 2: exterior wordmark visibly reads Stone Mountain, not COACH",
        "photo 3: buckle is visibly engraved Stone Mountain",
        "photo 6: interior construction and lining are clearly shown"
    ],
    "negative_evidence": [
        "photo 2: visible Stone Mountain branding directly identifies another maker",
        "photo 3: hardware is branded Stone Mountain rather than unmarked vintage Coach hardware",
        "photo 6: bag has a fabric\/synthetic lining, unlike many classic unlined glove-tanned Coach styles",
        "photo 1: silhouette is a generic soft leather shoulder bag without a recognizable Coach-specific identifier",
        "photo 2: no Coach wordmark, carriage, creed patch, or Coach hangtag is visible"
    ],
    "missing_information": [
        "photo 6: no close-up of every interior label or care\/manufacturing tag is provided",
        "photo 1: bottom and all corner details are not shown closely",
        "photo 3: buckle is shown, but zipper-pull branding and other hardware details are not separately documented"
    ],
    "authenticity_concerns": [
        "photo 2: Stone Mountain branding is inconsistent with Coach manufacture; this is a non-Coach lookalike\/other-brand bag rather than an apparent 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 3: brass-tone buckle engraved Stone Mountain; no Coach-branded hardware visible",
        "leather_description": "photo 1: black pebbled leather or leather-like exterior with soft, lightly creased construction",
        "lining_description": "photo 6: dark fabric\/synthetic lining with multiple interior compartments and zippered sections",
        "strap_construction": "photos 1 and 4: long adjustable black shoulder strap with buckle adjustment",
        "stitching_description": "photos 2, 3 and 6: generally even visible edge and strap stitching; no Coach-specific construction marker visible"
    },
    "possible_model_reasoning": [
        "photo 2: Stone Mountain branding rules out a Coach model identification; no Coach style number is visible.",
        "photo 4: approximate 8-inch height is consistent with a small shoulder bag, but the generic silhouette is insufficient for a Coach model match.",
        "photo 1: condition appears Very Good overall, with visible soft creasing and no clearly visible major tears or broken hardware; interior is shown, but odor and hidden wear are unknown."
    ],
    "confidence": 0.93,
    "recommended_max_bid": 15,
    "estimated_resale_low": 10,
    "estimated_resale_high": 35,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 18088,
            "output_tokens": 735,
            "total_tokens": 18823,
            "estimated_cost_usd": 0.008999
        }
    ]
}