Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.02,
    "vintage_probability": 0.22,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.91,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "unknown",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: bag is covered in metallic beads with a textile construction, unlike Coach's typical leather, canvas, or documented beaded lines",
        "photo 2: interior is fully fabric-lined with shiny gold textile and has no visible Coach creed patch",
        "photo 3: visible sewn label appears to read 'HAND MADE IN INDIA' and does not show Coach branding",
        "photo 4: silhouette and long beaded strap are consistent with a generic beaded evening bag, not a recognizable vintage Coach model",
        "photo 1: no Coach wordmark, horse-and-carriage, leather hangtag, or creed is visible"
    ],
    "missing_information": [
        "photo 2: clearer full interior view, including all pockets and seams, in case a small brand label is obscured",
        "photo 3: straight-on close-up of the interior label for complete reading",
        "photo 1: close-up of the closure and any reverse-side hardware markings",
        "photo 5: bottom, side seams, and strap attachment details"
    ],
    "authenticity_concerns": [
        "photo 3: the visible India-made textile label and beaded construction are inconsistent with a classic vintage Coach leather handbag",
        "photo 2: absence of a Coach creed or other brand identifier substantially limits any Coach attribution"
    ],
    "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: metallic bead-covered body and matching long beaded strap; photo 2: small metal snap\/closure hardware visible inside the opening, with no Coach engraving visible",
        "leather_description": "photo 1: no leather body or leather trim is visible; body appears constructed from beads and textile",
        "lining_description": "photo 2: shiny gold satin-like textile lining, with sewn seams and a small dark fabric label",
        "strap_construction": "photo 1: long, narrow shoulder strap made from linked metallic beads",
        "stitching_description": "photo 2: visible machine-stitched textile seams around the lining and opening; no Coach-specific construction is visible"
    },
    "possible_model_reasoning": [
        "photo 1: no listed Coach model is a plausible match because the bag is a flared beaded evening purse rather than a leather Coach silhouette",
        "photo 3: the visible 'HAND MADE IN INDIA' wording supports a non-Coach artisan or generic evening-bag origin, though the entire label is not fully legible",
        "photo 2: Condition: Very Good; beadwork appears substantially intact, but interior fabric has visible creasing and the underside, closure function, and any bead loss are not fully documented"
    ],
    "confidence": 0.92,
    "recommended_max_bid": 8,
    "estimated_resale_low": 5,
    "estimated_resale_high": 30,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 23732,
            "output_tokens": 883,
            "total_tokens": 24615,
            "estimated_cost_usd": 0.011612
        }
    ]
}