Vintage Coach Hunter

{
    "is_handbag_probability": 0.92,
    "coach_probability": 0.02,
    "vintage_probability": 0.08,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.82,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: Small tapestry\/textile pouch with floral basket design and a simple cord strap, unlike typical leather Coach construction.",
        "photo 4: Interior appears textile-lined and shows no visible Coach creed, wordmark, serial\/style number, or leather patch.",
        "photo 1: No leather trim, Coach-style brass hardware, turnlock, or recognizable Coach branding is visible.",
        "photo 2: Overall construction is a simple narrow pouch rather than a documented Coach handbag silhouette."
    ],
    "missing_information": [
        "photo 4: Interior zipper and full interior should be shown more clearly.",
        "photo 1: Close-ups of all hardware, strap attachments, and edges would help identify the maker.",
        "photo 5: Any reverse-side label, sewn-in tag, or maker mark is not shown.",
        "photo 2: Full measurements should specify pouch width, height, and strap drop separately."
    ],
    "authenticity_concerns": [
        "No visible Coach identifiers support Coach manufacture.",
        "Textile tapestry construction and cord strap are inconsistent with the usual leather construction of vintage Coach classics."
    ],
    "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: No Coach-style metal hardware is visible; a simple light-colored cord strap is attached directly to the textile pouch.",
        "leather_description": "photo 1: No leather is visible; exterior appears to be woven or tapestry-like textile.",
        "lining_description": "photo 4: Textile interior is visible, with no readable label or creed patch.",
        "strap_construction": "photos 1-3: Long, thin light-colored cord strap attached to the pouch; no adjustable leather strap or metal clips visible.",
        "stitching_description": "photos 1 and 3: Textile edges appear sewn or bound, with ordinary visible edge construction; detail is limited."
    },
    "possible_model_reasoning": [
        "The object is most consistent with a small generic floral tapestry crossbody pouch, not a listed Coach model.",
        "photo 4: The interior lacks a visible creed or style-number patch; no Coach model or era can be established.",
        "Condition: Good to Very Good based on visible intact textile and edges, though interior, zipper function, odor, and hidden wear are not fully assessable."
    ],
    "confidence": 0.86,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 25,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16886,
            "output_tokens": 742,
            "total_tokens": 17628,
            "estimated_cost_usd": 0.008535
        }
    ]
}