Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.01,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.9,
    "seller_misidentification_probability": 0.02,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: the lot consists of novelty plush, printed fabric, faux-leather, and synthetic crossbody bags rather than vintage Coach glove-tanned leather handbags.",
        "photo 2: the visible interior label reads Disney Princess, not Coach.",
        "photo 3: the yellow plush bag has an Adventure Time label, not a Coach identifier.",
        "photo 4: a visible retail tag reads ZARA KIDS accessories.",
        "photo 5: the black novelty bag has a Mingdaochuan wordmark and synthetic fabric construction, not a Coach wordmark or creed.",
        "photo 6: the printed novelty wallet has generic character artwork and synthetic lining; no Coach creed or style number is visible.",
        "photo 1: hardware is lightweight-looking mixed metal\/plastic novelty hardware, with no recognizable vintage Coach turnlock construction."
    ],
    "missing_information": [
        "photo 1: the lot is shown together, but individual backs, bottoms, and all interior labels are not documented.",
        "photo 1: no close-up of every item's brand, care, or country-of-origin label is provided.",
        "photo 1: seller-stated dimensions and condition details for each of the 11 pieces are absent."
    ],
    "authenticity_concerns": [
        "photo 1: no item shows a Coach creed, serial\/style number, horse-and-carriage, or recognizable Coach construction.",
        "photo 5: the visible Mingdaochuan branding identifies a non-Coach novelty bag.",
        "photo 4: the visible Zara Kids retail tag identifies a non-Coach item.",
        "photo 2: the visible Disney Princess label identifies a licensed novelty item rather than Coach.",
        "photo 3: the visible Adventure Time label identifies a licensed novelty item rather than 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: assorted lightweight-looking chain straps, snaps, buckles, and small metal fittings are visible; no vintage Coach-style brass turnlock is visible.",
        "leather_description": "photo 1: visible items appear to use plush fabric, canvas-like textile, faux leather, and printed synthetic material; genuine glove-tanned leather is not visible.",
        "lining_description": "photo 2: black synthetic textile lining is visible inside one bag; other linings are not_visible.",
        "strap_construction": "photo 1: assorted thin textile cords, fabric straps, and metal chain straps are visible; no Coach-style adjustable leather strap construction is visible.",
        "stitching_description": "photo 1: visible stitching is ordinary novelty-item stitching; no distinctive vintage Coach construction can be established."
    },
    "possible_model_reasoning": [
        "photo 1: the items are novelty and licensed-character accessories, not silhouettes that match the vintage Coach catalog.",
        "photo 4: the Zara Kids tag and photo 2's Disney Princess label provide direct non-Coach brand evidence.",
        "photo 5: the Mingdaochuan wordmark further confirms that at least one bag is from another maker.",
        "photo 1: condition appears generally used but intact from the overview; individual wear, odor, and interior condition are not fully assessable."
    ],
    "confidence": 0.95,
    "recommended_max_bid": 15,
    "estimated_resale_low": 15,
    "estimated_resale_high": 50,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 26113,
            "output_tokens": 905,
            "total_tokens": 27018,
            "estimated_cost_usd": 0.012617
        }
    ]
}