Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.03,
    "vintage_probability": 0.08,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.86,
    "seller_misidentification_probability": 0.12,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: Bag is a highly embellished patchwork tote with floral appliqu\u00e9s, unlike the documented Coach classic silhouettes.",
        "photo 3: Top zipper, decorative patchwork, and visible generic zipper construction do not show characteristic Coach turnlock or dogleash hardware.",
        "photos 4-7: Interior is fabric\/suede-like and contains no visible Coach creed patch, wordmark, horse-and-carriage, or readable style code.",
        "photos 1-7: No Coach-specific branding is visible anywhere on the bag."
    ],
    "missing_information": [
        "Straight-on photograph of every interior wall and pocket, especially any small leather creed patch.",
        "Close-up photograph of the small white interior fabric tag, with its text readable.",
        "Close-up photographs of all zipper pulls, hardware, exterior base, and side seams.",
        "Seller-stated dimensions, materials, and country of manufacture."
    ],
    "authenticity_concerns": [
        "The visible decorative patchwork and floral appliqu\u00e9 construction are inconsistent with recognizable vintage Coach construction and provide no Coach identifier.",
        "The bag appears to be a generic or artisan patchwork handbag rather than a Coach model; the seller's 'Unbranded' designation is consistent with the photos."
    ],
    "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 3: Dark zipper with small metal zipper hardware; no Coach-marked hardware visible. photo 6: Small metal rings and a leather zipper pull are visible.",
        "leather_description": "photos 1-3: Multicolored patchwork pieces with suede-like or soft leather surfaces and fringed\/whipstitched edges; exact material cannot be confirmed from photos.",
        "lining_description": "photos 4-7: Light beige soft fabric or suede-like lining with an interior slip pocket; no Coach creed is visible.",
        "strap_construction": "photos 1-3: Two wide fixed handles with decorative dark trim and attached floral appliqu\u00e9s; no adjustable or detachable Coach-style strap is visible.",
        "stitching_description": "photos 1-3: Prominent contrasting whipstitch or lacing around patchwork panels; construction appears decorative and handmade-looking rather than typical Coach classic construction."
    },
    "possible_model_reasoning": [
        "No Coach model is a plausible match: the zip-top patchwork tote silhouette and extensive floral appliqu\u00e9 do not correspond to the listed Coach catalog styles.",
        "Condition: Good; visible wear and fuzzing\/fraying on decorative trim and appliqu\u00e9s (photos 1-3), with interior wear\/creasing visible in photos 4-7. Bottom and complete strap-anchor details are not shown."
    ],
    "confidence": 0.9,
    "recommended_max_bid": 10,
    "estimated_resale_low": 15,
    "estimated_resale_high": 45,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 28776,
            "output_tokens": 782,
            "total_tokens": 29558,
            "estimated_cost_usd": 0.013387
        }
    ]
}