Vintage Coach Hunter

{
    "is_handbag_probability": 0.88,
    "coach_probability": 0.02,
    "vintage_probability": 0.08,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.86,
    "seller_misidentification_probability": 0.92,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [
        "photo 3: clearly a small textile shoulder pouch with a zip-top and long cord strap.",
        "photo 1: decorative embroidered bird-and-floral textile is visible."
    ],
    "negative_evidence": [
        "photo 1: the material appears to be embroidered cotton or textile, not Coach glove-tanned leather or Coach signature canvas.",
        "photo 4: the exterior is plain embroidered fabric with no visible Coach wordmark, creed, horse-and-carriage, leather hangtag, or Coach hardware.",
        "photo 5: the reverse is plain dark fabric and shows no brand identifier.",
        "photo 2: tassels and wooden or bead-like accents are decorative and not characteristic Coach identifiers."
    ],
    "missing_information": [
        "photo 1-6: no interior view or lining close-up is provided.",
        "photo 1-6: no close-up of a sewn-in brand label or care tag is provided.",
        "photo 1-6: zipper and strap attachment details are not shown closely."
    ],
    "authenticity_concerns": [
        "photo 1-6: the textile construction, embroidered motif, cord strap, and tassel decoration are inconsistent with the typical vintage Coach leather handbag population.",
        "photo 1-6: no Coach identifier is visible, so this is best treated as a non-Coach textile pouch rather than an unidentified Coach bag."
    ],
    "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 2-6: decorative orange tassels with bead-like accents; no Coach-style metal hardware is visible.",
        "leather_description": "photo 1-6: no leather is visible; the body appears to be embroidered textile or cotton blend.",
        "lining_description": "not_visible",
        "strap_construction": "photo 4-6: long thin dark cord strap attached at the pouch edges.",
        "stitching_description": "photo 1-6: visible fabric edging and seams appear functional; close stitching quality is not sufficiently shown for detailed assessment."
    },
    "possible_model_reasoning": [
        "photo 3-4: approximate pouch dimensions appear to be about 8-9 inches wide and 6-7 inches tall, with a simple zip-top construction; no Coach catalog model is a close match.",
        "photo 1-6: material and decorative design support a generic textile shoulder pouch, not a vintage leather Coach style.",
        "photo 1-6: condition appears Good to Very Good from the visible exterior, with no major tears apparent; interior condition and odor are unknown."
    ],
    "confidence": 0.9,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 20,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17756,
            "output_tokens": 713,
            "total_tokens": 18469,
            "estimated_cost_usd": 0.008814
        }
    ]
}