Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.04,
    "vintage_probability": 0.18,
    "authenticity_confidence": 0.04,
    "image_quality_score": 0.9,
    "seller_misidentification_probability": 0.08,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [
        "photo 1: clearly a leather shoulder handbag with a compact baguette silhouette",
        "photo 1: red leather body and decorative floral embroidery are visible",
        "photo 2: exterior zipper pocket and long shoulder strap are visible"
    ],
    "negative_evidence": [
        "photo 1: no COACH wordmark, carriage, creed patch, hangtag, or recognizable Coach hardware is visible",
        "photo 1: prominent cream whipstitch edging and floral embroidery are not characteristic of the listed classic Coach model catalog",
        "photo 2: hardware appears limited to zipper components, with no Coach-branded or period-specific Coach hardware visible",
        "photo 3: construction is a decorative embroidered baguette rather than a recognizable Coach classic silhouette",
        "photo 4: tape measurement shows approximately 12 inches wide, but dimensions do not establish Coach origin"
    ],
    "missing_information": [
        "photo 6: interior view is not provided clearly enough to inspect the full lining, labels, or any interior brand stamp",
        "photo 1: no close-up of zipper pull or any possible maker mark",
        "photo 2: no close-up of interior seams, labels, or country-of-origin tag",
        "photo 3: bottom and corner condition are only partially documented",
        "seller-stated material composition and country of manufacture are not provided"
    ],
    "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: zipper closure and small zipper hardware are visible; no turnlock, Coach engraving, or other distinctive Coach hardware is visible",
        "leather_description": "photos 1-5: glossy red leather-like material with visible creasing and surface wear; exact leather type cannot be confirmed from photos",
        "lining_description": "not_visible",
        "strap_construction": "photos 1, 2, and 5: long narrow red shoulder strap edged with extensive cream whipstitching; no adjustment hardware is visible",
        "stitching_description": "photos 1-5: decorative cream whipstitching runs around the body, strap, and edges; floral embroidery is visible on the front panel"
    },
    "possible_model_reasoning": [
        "The silhouette and approximately 12-inch width could fit a generic baguette or boho shoulder bag, but no catalog Coach model is a close match.",
        "The decorative embroidery, extensive whipstitch edging, glossy red leather, and lack of a creed or Coach identifier strongly favor an unbranded or other-maker bag over Coach.",
        "Condition: Good; visible creasing and surface wear across the leather (photos 1-5), with no clear tears or broken hardware visible. Interior condition and odor are unknown."
    ],
    "confidence": 0.88,
    "recommended_max_bid": 12,
    "estimated_resale_low": 15,
    "estimated_resale_high": 45,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 33104,
            "output_tokens": 870,
            "total_tokens": 33974,
            "estimated_cost_usd": 0.01533
        }
    ]
}