Vintage Coach Hunter

{
    "is_handbag_probability": 0.96,
    "coach_probability": 0.02,
    "vintage_probability": 0.55,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.62,
    "seller_misidentification_probability": 0.08,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly a small rectangular evening clutch or handbag with a metal frame and clasp.",
        "photo 1: The bag appears to be an embellished\/beaded accessory consistent with the seller's stated Lemured description, not a typical Coach leather handbag."
    ],
    "negative_evidence": [
        "photo 1: No visible Coach wordmark, horse-and-carriage, creed patch, hangtag, or Coach-style identifier.",
        "photo 1: The exterior is densely woven\/beaded textile rather than Coach glove-tanned leather or recognizable Coach signature canvas.",
        "photo 2: The visible frame and clasp do not resemble the rounded turnlock construction used on classic vintage Coach bags.",
        "photo 3: The interior appears to have patterned red textile lining, with no visible Coach creed or fabric tag.",
        "photo 4: Jewelry and decorative elements are shown, but none visibly bears Coach branding.",
        "photo 5: The visible embellishments are floral and leaf motifs rather than Coach branding."
    ],
    "missing_information": [
        "photo 1-6: No complete front, back, bottom, or side view of the entire bag is provided.",
        "photo 1-6: No straight-on interior-wall photograph showing all labels or maker marks.",
        "photo 1-6: No clear photograph of the frame, clasp, or any underside markings.",
        "photo 1-6: Condition of the full bag, strap, and lining cannot be assessed."
    ],
    "authenticity_concerns": [
        "photo 1-6: No evidence supports Coach manufacture; the textile evening-bag construction is inconsistent with the classic vintage Coach population.",
        "photo 1-6: The seller's stated Lemured identification cannot be independently verified from a visible label in the supplied 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 1-3: Gold-tone metal frame and clasp are visible; the clasp appears decorative\/hinged rather than a Coach turnlock. Additional floral and leaf-colored metal embellishments are visible.",
        "leather_description": "photo 1-3: No leather body is visible; the bag appears to have a white beaded or woven textile exterior with a red textile lining.",
        "lining_description": "photo 2-3: Red patterned textile lining is partially visible; labels and full interior are not shown.",
        "strap_construction": "not_visible",
        "stitching_description": "photo 1-3: Textile edging and beaded construction are visible, but stitching quality and internal seam construction cannot be assessed."
    },
    "possible_model_reasoning": [
        "photo 1-6: No Coach model is a reasonable match because the item is an embellished textile evening clutch rather than a recognizable Coach leather or signature-canvas silhouette.",
        "photo 1-3: The seller's title identifies the item as a Lemured Corde bag, but no maker label is legible in the supplied photos.",
        "photo 1-6: Condition is unknown; the close-up views show decorative components but not enough of the complete bag to grade it."
    ],
    "confidence": 0.82,
    "recommended_max_bid": 12,
    "estimated_resale_low": 8,
    "estimated_resale_high": 35,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 32166,
            "output_tokens": 847,
            "total_tokens": 33013,
            "estimated_cost_usd": 0.014899
        }
    ]
}