Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.01,
    "vintage_probability": 0.03,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.86,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 3: interior label clearly reads \"HANDBAGS MONIQUE\" and \"MADE IN CHINA,\" identifying another brand.",
        "photo 1: exterior appears to be faux or synthetic leather with a heavily textured decorative front panel, unlike typical vintage Coach glove-tanned leather.",
        "photo 3: shiny gathered synthetic lining is visible; this is inconsistent with classic unlined vintage Coach construction.",
        "photo 1: no legible Coach wordmark, carriage, creed patch, or Coach hangtag is visible.",
        "photo 5: closure is a decorative circular snap\/fastener rather than a recognizable vintage Coach turnlock."
    ],
    "missing_information": [
        "photo 3: the interior is shown, but a close-up of any additional sewn-in brand or care label would further document the maker.",
        "photo 1: bottom, corners, and hardware close-ups are not provided, although they are not needed to identify the visible Monique label."
    ],
    "authenticity_concerns": [
        "photo 3: the visible Monique brand label and Made in China line contradict Coach attribution.",
        "photo 1: the synthetic-looking material, decorative closure, and construction are inconsistent with a vintage Coach classic."
    ],
    "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: circular metal snap\/fastener on a decorative front tab; no Coach engraving visible.",
        "leather_description": "photo 1: taupe-brown, glossy and highly wrinkled material that appears faux or synthetic rather than glove-tanned cowhide.",
        "lining_description": "photo 3: shiny mauve-brown synthetic lining with gathered construction; brand label reads HANDBAGS MONIQUE and MADE IN CHINA.",
        "strap_construction": "photos 1 and 4: long matching shoulder strap attached at side rings; strap appears synthetic and heavily wrinkled.",
        "stitching_description": "photos 1 and 4: visible machine stitching appears generally even, but close stress-point inspection is unavailable."
    },
    "possible_model_reasoning": [
        "photo 3: this is a Monique-branded doctor\/satchel-style handbag, not a recognizable Coach model.",
        "photo 1: the soft framed satchel silhouette and decorative front panel do not match the listed vintage Coach catalog models closely enough to support a Coach attribution.",
        "photo 3: the China origin and synthetic lining suggest a later mass-market handbag rather than a pre-2000 vintage Coach classic.",
        "Condition: Good\/Fair; pronounced wrinkling and deformation are visible throughout the body and strap (photos 1, 4, and 5), while the interior shows no obvious major tear in the provided view."
    ],
    "confidence": 0.95,
    "recommended_max_bid": 8,
    "estimated_resale_low": 5,
    "estimated_resale_high": 25,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 30098,
            "output_tokens": 770,
            "total_tokens": 30868,
            "estimated_cost_usd": 0.013887
        }
    ]
}