Vintage Coach Hunter

{
    "is_handbag_probability": 0.82,
    "coach_probability": 0.01,
    "vintage_probability": 0.04,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.88,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: small beaded textile pouch with extensive fringe, unlike Coach leather handbag construction",
        "photo 1: no visible Coach wordmark, creed, horse-and-carriage, hangtag, or leather components",
        "photo 3: fabric-lined interior and zipper construction are inconsistent with classic vintage Coach glove-tanned leather goods",
        "photo 1: decorative multicolor bead pattern and fringe suggest a generic boho accessory rather than a Coach model"
    ],
    "missing_information": [
        "photo 3: zipper pull branding is not legible",
        "photo 3: interior label or sewn-in maker tag is not shown",
        "photo 1: exact material composition and country of manufacture are not visible"
    ],
    "authenticity_concerns": [],
    "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 and photo 3: top zipper with light-colored metal teeth; no Coach engraving is visible",
        "leather_description": "photo 1: no leather is visibly present; exterior appears textile with sewn or applied beads and fringe",
        "lining_description": "photo 3: light-colored fabric lining is visible inside the pouch",
        "strap_construction": "not_visible",
        "stitching_description": "not_visible"
    },
    "possible_model_reasoning": [
        "photo 1: approximately 6 inches wide and 5 inches tall before fringe, consistent with a small coin purse or pouch rather than a catalog Coach handbag",
        "photo 1: beadwork, geometric decoration, and long fringe do not match the documented Coach leather or signature-canvas model families",
        "photo 3: lined textile interior further supports a generic boho accessory classification",
        "Condition: Good; exterior beadwork and fringe are visible, but some fringe appears uneven or loose (photo 1); interior condition is only partly shown (photo 3)"
    ],
    "confidence": 0.94,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 20,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16488,
            "output_tokens": 645,
            "total_tokens": 17133,
            "estimated_cost_usd": 0.008143
        }
    ]
}