Vintage Coach Hunter

{
    "is_handbag_probability": 0.97,
    "coach_probability": 0.02,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.9,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: The lot consists primarily of textile, faux-fur, cork-patterned, and novelty bags rather than Coach glove-tanned leather handbags.",
        "photo 1: No Coach wordmark, horse-and-carriage logo, leather hangtag, creed patch, or recognizable vintage Coach construction is visible.",
        "photo 2: The visible pouch uses woven textile material and a generic zipper, not Coach's typical leather construction.",
        "photo 4: The camouflage waist bag is made from printed textile with plastic-looking hardware and generic zipper pulls.",
        "photo 3: The white LOVE clutch has novelty lettering, a red heart, and a silver chain; these are not Coach identifiers.",
        "photo 1: A TJ Maxx paper retail tag is visible on the LOVE clutch, but it does not indicate Coach manufacture."
    ],
    "missing_information": [
        "photo 1-4: No clear interior views of the individual bags or sewn-in brand labels.",
        "photo 1-4: No close-ups of zipper pulls, care labels, or manufacturer tags for the individual items.",
        "photo 1-4: The lot contains overlapping items, so individual condition and dimensions are not fully assessable."
    ],
    "authenticity_concerns": [
        "photo 1-4: No Coach-specific identifier is visible, and the materials and novelty designs are inconsistent with the classic vintage Coach population.",
        "photo 4: The camouflage waist bag has generic textile construction and hardware rather than evidence of a Coach bag."
    ],
    "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 1-4: Silver-tone chain, generic zippers, plastic-looking buckle components, and small metal zipper pulls are visible; no Coach engraving is visible.",
        "leather_description": "photo 1-4: No Coach-style glove-tanned leather is visible. Materials appear to include woven textile, faux fur or hair-on synthetic material, cork-patterned material, and printed camouflage textile.",
        "lining_description": "not_visible",
        "strap_construction": "photo 1 and photo 4: Textile wrist straps and an adjustable woven camouflage waist-bag strap are visible; no Coach leather strap construction is shown.",
        "stitching_description": "photo 2 and photo 4: Machine stitching appears visible on textile pouches and the waist bag; no distinctive Coach construction can be established."
    },
    "possible_model_reasoning": [
        "photo 1-4: No Coach model is supported by the visible silhouettes or materials; these appear to be assorted modern novelty pouches and a camouflage waist bag.",
        "photo 1-4: The lot is modern or undated based on synthetic\/textile construction and retail presentation; no vintage Coach era marker is visible.",
        "photo 1-4: Condition appears generally Good to Very Good for the visible exteriors, with creasing and handling wear on some textile pieces; interiors, odors, and functional condition are unknown."
    ],
    "confidence": 0.91,
    "recommended_max_bid": 10,
    "estimated_resale_low": 5,
    "estimated_resale_high": 30,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 26077,
            "output_tokens": 831,
            "total_tokens": 26908,
            "estimated_cost_usd": 0.012425
        }
    ]
}