Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.03,
    "vintage_probability": 0.08,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.86,
    "seller_misidentification_probability": 0.18,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly a leather handbag with a top frame, short handle, and detachable long strap.",
        "photo 2: The bag appears to be approximately 8\u20139 inches wide and is constructed from textured red leather or leather-like material."
    ],
    "negative_evidence": [
        "photo 1: No COACH wordmark, horse-and-carriage emblem, leather hangtag, creed patch, or Coach-style turnlock is visible.",
        "photo 1: The closure is a rounded metal kisslock frame, not the classic Coach turnlock hardware associated with the likely vintage Coach models.",
        "photo 3: The exterior has a fabric-lined, structured frame-bag construction that does not resemble the unlined glove-tanned construction of many classic vintage Coach bags.",
        "photo 6: The interior label visibly includes 'made in Korea,' which is inconsistent with a typical 1970s\u20131990s Coach classic and is a known concern for vintage-styled lookalikes.",
        "photo 1: Hardware is bright gold-tone and the overall construction appears more like a generic frame purse than a catalog-identifiable Coach silhouette."
    ],
    "missing_information": [
        "photo 3: The full interior, including all pockets and seams, is not shown clearly enough to rule out additional labels.",
        "photo 6: The interior label is too blurry to transcribe reliably; a sharp straight-on close-up would identify the maker and exact wording.",
        "photo 1: No close-ups of hardware backs, zipper pull, strap attachments, or stitching are provided.",
        "photo 2: Bottom, side, and corner construction details are not shown in close-up."
    ],
    "authenticity_concerns": [
        "photo 6: The visible 'made in Korea' wording conflicts with the possibility of a classic vintage Coach bag and supports a Korean-made generic or lookalike item.",
        "photo 1: The kisslock-frame design, bright hardware, and absence of Coach identifiers provide no positive basis for attributing the bag to Coach."
    ],
    "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: Rounded gold-tone kisslock frame, spherical clasp knobs, gold-tone rings, lobster-style strap clips, and a rear zipper with a rectangular pull; no Coach engraving is visible.",
        "leather_description": "photo 1: Red\/burgundy textured leather or leather-like material with a noticeable pebbled grain and glossy highlights; exact material cannot be confirmed.",
        "lining_description": "photo 3: Dark fabric lining is visible, with a rear zip pocket. photo 6: A small sewn fabric label is visible inside.",
        "strap_construction": "photo 1: Short padded-looking top handle attached by rings and a long narrow detachable strap with gold-tone clips; strap appears stitched along its edges.",
        "stitching_description": "photo 1: Exterior stitching appears generally even and machine-stitched; detailed stress-point and interior stitching are not fully visible."
    },
    "possible_model_reasoning": [
        "photo 1: The frame-top, kisslock, short handle, and detachable shoulder strap identify this as a generic frame purse rather than a close match to the listed Coach classic models.",
        "photo 6: The visible country wording appears to be 'made in Korea'; no Coach creed or style number is observable, so no Coach model or era can be assigned.",
        "photo 1: Condition appears Good to Very Good: leather remains intact with visible creasing and handling wear, but no major tears or broken hardware are apparent; interior condition and odor are unknown.",
        "photo 5: The item is shown packaged in bubble wrap, but packaging is not evidence of Coach manufacture."
    ],
    "confidence": 0.89,
    "recommended_max_bid": 12,
    "estimated_resale_low": 10,
    "estimated_resale_high": 35,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 31232,
            "output_tokens": 1008,
            "total_tokens": 32240,
            "estimated_cost_usd": 0.014912
        }
    ]
}