Vintage Coach Hunter

{
    "is_handbag_probability": 0.08,
    "coach_probability": 0.02,
    "vintage_probability": 0.92,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.88,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "pre-1975 (Cashin \/ pre-creed)",
    "possible_models": [],
    "positive_evidence": [
        "photo 1: compact leather wallet\/purse with a vintage kisslock-style frame and period-looking construction",
        "photo 1: visible gold-tone stamped branding reads LADY BUXTON WALLET COMBINATION, identifying it as Buxton rather than Coach"
    ],
    "negative_evidence": [
        "photo 1: visible Lady Buxton branding is not Coach branding",
        "photo 1: the item is a wallet\/purse approximately 7 inches long, not a conventional handbag",
        "photo 1: no Coach wordmark, horse-and-carriage, or Coach hangtag is visible",
        "photo 1: no rectangular Coach creed patch is visible",
        "photo 2: interior layout and frame construction are consistent with a vintage wallet, with no visible Coach identifier"
    ],
    "missing_information": [
        "photo 1-3: no exterior back, bottom, or side views to fully assess construction and condition",
        "photo 1-3: no close-up of the clasp hardware or any additional maker labels",
        "photo 1-3: exact manufacturing date is not documented by a visible date code"
    ],
    "authenticity_concerns": [
        "photo 1: the clearly visible Lady Buxton branding rules against identifying this item as Coach"
    ],
    "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 1-2: gold-tone metal kisslock\/frame hardware and snap closures; minor age-related marks are visible as described by the seller",
        "leather_description": "photo 1-3: brown smooth leather or leather-like exterior with a clean, lightly reflective finish; seller states genuine leather",
        "lining_description": "photo 1-2: light-colored ribbed fabric lining and multiple wallet compartments are visible",
        "strap_construction": "not_visible",
        "stitching_description": "photo 1-3: straight, regular machine stitching is visible along the flap, center divider, and edges"
    },
    "possible_model_reasoning": [
        "photo 1-3: this is most consistent with a vintage Lady Buxton combination wallet rather than any Coach handbag model.",
        "photo 1-3: the seller's claimed 1940s-1950s era is plausible from the framed wallet format and branding, but the exact date cannot be confirmed from the photos.",
        "photo 1-3: condition appears Very Good to Excellent visually, with clean leather and intact compartments; hardware has minor age marks, and odor or hidden defects cannot be assessed."
    ],
    "confidence": 0.94,
    "recommended_max_bid": 12,
    "estimated_resale_low": 8,
    "estimated_resale_high": 30,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16559,
            "output_tokens": 746,
            "total_tokens": 17305,
            "estimated_cost_usd": 0.008414
        }
    ]
}