Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.02,
    "vintage_probability": 0.86,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.94,
    "seller_misidentification_probability": 0.08,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: both visible items are heavily bead-embroidered clutch-style purses rather than Coach leather handbags.",
        "photo 5: visible interior fabric label reads MADE IN BELGIUM; Coach vintage construction and identifiers are not present.",
        "photo 6: the second visible label reads MADE IN FRANCE.",
        "photo 5: fabric-lined interior and dark metal zipper are inconsistent with classic vintage Coach glove-tanned leather construction.",
        "photos 1-4: no visible Coach wordmark, horse-and-carriage, creed patch, leather hangtag, or recognizable Coach silhouette.",
        "photo 1: larger clutch has loose beads and thread separation along the lower and side edges, indicating damaged used condition."
    ],
    "missing_information": [
        "A clear photo of the complete interior of both purses, including any additional labels or stamps.",
        "Photos of the full exterior, backs, bottoms, side edges, and wrist straps of both purses.",
        "Seller-confirmed dimensions and whether both purses are functional and odor-free."
    ],
    "authenticity_concerns": [
        "The visible Made in France and Made in Belgium labels, beaded textile construction, and fabric linings do not align with vintage Coach handbag construction.",
        "No Coach identifier is visible; these appear to be non-Coach beaded purses rather than misidentified Coach bags."
    ],
    "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": "photos 1-6: dark silver-tone zipper teeth and zipper hardware are visible; no Coach-engraved hardware is visible.",
        "leather_description": "photos 1-4: no leather exterior is visible; the exteriors are densely bead-covered textile.",
        "lining_description": "photos 5-6: light-colored fabric linings are visible; labels read MADE IN BELGIUM and MADE IN FRANCE.",
        "strap_construction": "photo 2: a small metal attachment for a wrist strap is visible; the complete strap construction is not shown.",
        "stitching_description": "photos 1 and 3: beadwork and textile edges are visible, with loose beads\/thread separation on the larger clutch; conventional leather-bag stitching is not visible."
    },
    "possible_model_reasoning": [
        "No Coach model is a plausible match because the items are ornate beaded clutches with country-of-origin textile labels and no Coach identifiers.",
        "Condition: Good to Fair for the larger clutch because loose beads and thread separation are visible in photo 1; the smaller clutch's full condition is less clear."
    ],
    "confidence": 0.93,
    "recommended_max_bid": 15,
    "estimated_resale_low": 10,
    "estimated_resale_high": 50,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 18131,
            "output_tokens": 762,
            "total_tokens": 18893,
            "estimated_cost_usd": 0.009081
        }
    ]
}