Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.02,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.82,
    "seller_misidentification_probability": 0.03,
    "estimated_era": "modern (2000s+), non-Coach",
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: visible Western-style decorative purse has a hanging tag that appears to read Jale, not COACH, and no Coach wordmark or creed",
        "photo 2: visible Western-style purse has ornate decorative appliqu\u00e9 and studs but no Coach identifier",
        "photo 3: visible purse uses a large decorative buckle motif and synthetic-looking trim, with no Coach branding",
        "photo 4: quilted black purse has modern zip construction and a visible paper tag, with no Coach branding",
        "photo 5: visible product label reads WESTERN LILY, directly indicating a different brand",
        "photos 1-5: assortment is shown as new wholesale Western\/fashion merchandise, inconsistent with vintage Coach construction and presentation"
    ],
    "missing_information": [
        "interior views of each purse",
        "close-ups of material, seams, hardware and labels for all 12 pieces",
        "bottom, side and strap views of each purse",
        "listing price and exact contents of the 12-count lot"
    ],
    "authenticity_concerns": [
        "photos 1-5: visible branding includes Jale and WESTERN LILY rather than Coach",
        "photos 1-5: decorative Western motifs and modern synthetic-looking construction are lookalike\/non-Coach cues, not Coach identifiers",
        "photos 1-5: no creed patch, Coach wordmark, horse-and-carriage mark or recognizable vintage Coach construction is visible"
    ],
    "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: small decorative studs and central ornament; photo 2: extensive decorative studs and appliqu\u00e9; photo 3: ornate western buckle ornament; photo 4: gold-tone zippers and clasps; photo 5: gold-tone zipper and strap hardware. No Coach-typical vintage brass turnlock is visible.",
        "leather_description": "photos 1-5: surfaces appear smooth or quilted synthetic\/faux leather; genuine glove-tanned leather is not established.",
        "lining_description": "not_visible",
        "strap_construction": "photos 1-5: detachable or adjustable shoulder straps are visible on several bags; photo 5 shows a wide patterned textile strap.",
        "stitching_description": "photos 1-5: machine stitching appears generally even, but close-up stress-point construction is not visible."
    },
    "possible_model_reasoning": [
        "photos 1-5: silhouettes are generic modern Western and fashion handbags, with no credible Coach model match.",
        "photos 1-5: the assortment is new wholesale merchandise and includes a visible WESTERN LILY label, making a vintage Coach identification highly unlikely.",
        "Condition: appears new or unused from product photos, but interiors and all 12 pieces are not shown."
    ],
    "confidence": 0.88,
    "recommended_max_bid": null,
    "estimated_resale_low": 60,
    "estimated_resale_high": 240,
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17559,
            "output_tokens": 936,
            "total_tokens": 18495,
            "estimated_cost_usd": 0.00927
        }
    ]
}