Vintage Coach Hunter

{
    "is_handbag_probability": 0.125,
    "coach_probability": 0.02,
    "vintage_probability": 0.015,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.85,
    "seller_misidentification_probability": 0.03,
    "confidence": 0.905,
    "recommended_max_bid": 6.5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 22.5,
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: item is a long trifold wallet\/clutch rather than a Coach handbag.",
        "photo 2: interior shows generic card slots, accordion compartments and a zipper pocket with no Coach creed, wordmark, carriage, or style number visible.",
        "photo 3: silver-tone zipper and clasp hardware are generic and not characteristic evidence of vintage Coach.",
        "photos 1-6: black embossed\/textured exterior, synthetic-looking edge finishing, and modern organizer construction do not match classic vintage Coach glove-tanned handbag construction.",
        "seller listing: described only as unbranded and generic genuine leather; no Coach-specific claim or identifier is provided.",
        "photo 1-3: object is a long trifold wallet, not a handbag silhouette",
        "photo 1-3: black croc-embossed high-gloss finish unlike vintage Coach glove-tanned cowhide",
        "photo 2-3: silver-tone kisslock frame and zipper pulls, not vintage solid brass Coach hardware",
        "photo 1-5: no creed patch, no COACH wordmark, no hangtag visible in any view",
        "photo 4-5: lifestyle\/model shots with chain used as clutch, typical modern fast-fashion wallet listing, not Coach catalog style"
    ],
    "missing_information": [
        "photo 2: no brand label, creed patch, or serial\/style tag is visible; a close-up of every interior seam and pocket would be useful.",
        "photo 3: zipper and clasp stamps are not readable; request close-ups if any maker marks are present.",
        "photo 1: material composition and country-of-manufacture label are not shown.",
        "No creed patch or brand stamp shown in any photo",
        "No Coach wordmark, horse-and-carriage, or style number visible to verify",
        "No made-in country label or fabric tag shown"
    ],
    "authenticity_concerns": [
        "photos 1-6: no Coach identifiers are visible, so the item should be treated as a generic modern wallet rather than a misidentified vintage Coach piece."
    ],
    "possible_model_reasoning": [
        "No Coach model is a reasonable match: the item is a long organizer wallet with trifold compartments, not one of the listed vintage Coach handbag styles.",
        "Era is assessed as modern based on the organizer layout, embossed exterior, silver-tone hardware and lifestyle-product photography; no date identifier is visible.",
        "Condition: appears new or near-new in the product photos, but actual used condition, odor and material durability cannot be verified.",
        "Not a Coach handbag: form is modern long trifold kisslock wallet, no Coach identifiers, hardware, leather or construction matches Coach",
        "Condition: appears New\/unused modern stock - glossy uniform finish, no wear visible in photos 1-3"
    ],
    "estimated_era": "modern (2000s+), non-Coach",
    "observed_features": {
        "creed_present": false,
        "serial_or_style_number_present": false,
        "coach_wordmark_present": false,
        "turnlock_present": false,
        "hangtag_present": false,
        "creed_text": "not_visible",
        "serial_or_style_number": "not_visible",
        "hardware_description": "photos 2-3: silver-tone zipper, clasp-style closure and small metal fittings; no Coach engraving is legible.",
        "leather_description": "photos 1-3: black embossed\/textured material described by the seller as genuine leather; exact material cannot be verified from photos.",
        "lining_description": "photo 2: black interior with multiple organizer compartments and card slots; lining appears smooth\/textile-like, with no brand mark visible.",
        "strap_construction": "photos 4-6: a thin chain strap is shown in lifestyle images; attachment construction is not clearly visible.",
        "stitching_description": "photos 1-3: perimeter stitching appears generally even; detailed construction is consistent with a modern mass-market wallet."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0005,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.15,
                "coach_probability": 0.02,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.9,
                "seller_misidentification_probability": 0.04,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [],
                "negative_evidence": [
                    "photo 1: item is a long trifold wallet\/clutch rather than a Coach handbag.",
                    "photo 2: interior shows generic card slots, accordion compartments and a zipper pocket with no Coach creed, wordmark, carriage, or style number visible.",
                    "photo 3: silver-tone zipper and clasp hardware are generic and not characteristic evidence of vintage Coach.",
                    "photos 1-6: black embossed\/textured exterior, synthetic-looking edge finishing, and modern organizer construction do not match classic vintage Coach glove-tanned handbag construction.",
                    "seller listing: described only as unbranded and generic genuine leather; no Coach-specific claim or identifier is provided."
                ],
                "missing_information": [
                    "photo 2: no brand label, creed patch, or serial\/style tag is visible; a close-up of every interior seam and pocket would be useful.",
                    "photo 3: zipper and clasp stamps are not readable; request close-ups if any maker marks are present.",
                    "photo 1: material composition and country-of-manufacture label are not shown."
                ],
                "authenticity_concerns": [
                    "photos 1-6: no Coach identifiers are visible, so the item should be treated as a generic modern wallet rather than a misidentified vintage Coach piece."
                ],
                "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": "photos 2-3: silver-tone zipper, clasp-style closure and small metal fittings; no Coach engraving is legible.",
                    "leather_description": "photos 1-3: black embossed\/textured material described by the seller as genuine leather; exact material cannot be verified from photos.",
                    "lining_description": "photo 2: black interior with multiple organizer compartments and card slots; lining appears smooth\/textile-like, with no brand mark visible.",
                    "strap_construction": "photos 4-6: a thin chain strap is shown in lifestyle images; attachment construction is not clearly visible.",
                    "stitching_description": "photos 1-3: perimeter stitching appears generally even; detailed construction is consistent with a modern mass-market wallet."
                },
                "possible_model_reasoning": [
                    "No Coach model is a reasonable match: the item is a long organizer wallet with trifold compartments, not one of the listed vintage Coach handbag styles.",
                    "Era is assessed as modern based on the organizer layout, embossed exterior, silver-tone hardware and lifestyle-product photography; no date identifier is visible.",
                    "Condition: appears new or near-new in the product photos, but actual used condition, odor and material durability cannot be verified."
                ],
                "confidence": 0.91,
                "recommended_max_bid": 5,
                "estimated_resale_low": 5,
                "estimated_resale_high": 25
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.02,
                "coach_probability": 0.02,
                "confidence": 0.9,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 20,
                "estimated_resale_low": 5,
                "image_quality_score": 0.8,
                "is_handbag_probability": 0.1,
                "missing_information": [
                    "No creed patch or brand stamp shown in any photo",
                    "No Coach wordmark, horse-and-carriage, or style number visible to verify",
                    "No made-in country label or fabric tag shown"
                ],
                "negative_evidence": [
                    "photo 1-3: object is a long trifold wallet, not a handbag silhouette",
                    "photo 1-3: black croc-embossed high-gloss finish unlike vintage Coach glove-tanned cowhide",
                    "photo 2-3: silver-tone kisslock frame and zipper pulls, not vintage solid brass Coach hardware",
                    "photo 1-5: no creed patch, no COACH wordmark, no hangtag visible in any view",
                    "photo 4-5: lifestyle\/model shots with chain used as clutch, typical modern fast-fashion wallet listing, not Coach catalog style"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone kisslock frame closure and small zipper pulls; thin gold-tone chain in photo 4 lifestyle shot only",
                    "leather_description": "black croc-embossed glossy material described by seller as genuine leather; pebbled texture on interior in photos 2-3",
                    "lining_description": "black interior with card slots and zip pocket; fabric-appearing dividers, not unlined suede",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "visible edge stitching, light contrast stitch on interior dividers in photo 3",
                    "strap_construction": "not_visible - no integrated Coach strap; only thin decorative chain in lifestyle photo",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a Coach handbag: form is modern long trifold kisslock wallet, no Coach identifiers, hardware, leather or construction matches Coach",
                    "Condition: appears New\/unused modern stock - glossy uniform finish, no wear visible in photos 1-3"
                ],
                "possible_models": [],
                "recommended_max_bid": 8,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.02
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17375,
            "output_tokens": 820,
            "total_tokens": 18195,
            "estimated_cost_usd": 0.008918
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 17702,
            "output_tokens": 1253,
            "total_tokens": 18955,
            "estimated_cost_usd": 0.004543
        }
    ]
}