Vintage Coach Hunter

{
    "is_handbag_probability": 0.68,
    "coach_probability": 0.02,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.805,
    "seller_misidentification_probability": 0.035,
    "confidence": 0.905,
    "recommended_max_bid": 6.5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 17.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 3: The item is a wallet\/clutch with card slots, bill compartments, and a snap closure."
    ],
    "negative_evidence": [
        "photo 1: Exterior is a glossy black-and-white animal-print hard case rather than Coach glove-tanned leather or recognized Coach canvas.",
        "photo 4: Interior has synthetic-looking black compartments, clear plastic ID windows, and bright plated frame hardware; no Coach construction cues are visible.",
        "photo 6: Visible paper tag reads 'ITEM NO 972' and 'BLACK WHITE COMBO,' not a Coach creed or style identifier.",
        "photos 1-6: No visible Coach wordmark, horse-and-carriage, creed patch, leather hangtag, or recognizable Coach model details.",
        "photo 1, photo 2: black-white animal print glossy coated synthetic exterior, not glove-tanned leather",
        "photo 2, photo 4: silver-tone metal kisslock\/frame hardware, not vintage solid brass",
        "photo 3, photo 4, photo 5, photo 6: black fabric lining with card slots and plastic ID window, not unlined suede",
        "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag visible",
        "photo 6: white retail tag reading ITEM NO \/ BLACK\/WHITE LEOPARD indicates mass-market new-with-tags wallet"
    ],
    "missing_information": [
        "No dedicated close-up of the paper\/product tag or any hidden interior label.",
        "No underside or edge close-up of the frame and closure, though these are unlikely to change the brand assessment.",
        "No Coach identifiers to request; bag is clearly non-Coach fast-fashion wallet"
    ],
    "authenticity_concerns": [
        "The glossy synthetic animal print, hard case construction, clear plastic card windows, and generic product tag are inconsistent with a vintage Coach leather handbag.",
        "No Coach identifier is visible anywhere in the provided photos."
    ],
    "possible_model_reasoning": [
        "The format matches a generic animal-print hard-case wallet\/clutch, not a cataloged Coach handbag model.",
        "Seller-stated dimensions of approximately 7.5 x 4.5 x 1.25 inches and the visible card\/bill compartments support a wallet or clutch classification.",
        "Condition appears New\/NWOT or near-new from the photos, with tags present and no obvious major wear; odor and hidden defects are unknown.",
        "Not a Coach silhouette, material, hardware, or construction; no hard identifiers for Coach",
        "Printed animal-pattern coated wallet with silver frame and fabric interior matches modern mass-market clutch-wallet, not any vintage Coach catalog style",
        "Condition: Like New \/ New with tags; retail tag still attached (photo 6), glossy surface unmarked, interior clean"
    ],
    "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": "Bright silver-tone framed case hardware and snap closures are visible; no Coach engraving is visible.",
        "leather_description": "Glossy printed synthetic-looking exterior; no natural leather grain is visible.",
        "lining_description": "Black textile-like wallet interior with multiple card slots, clear plastic ID windows, and synthetic compartments.",
        "strap_construction": "no strap visible; handheld hard-case clutch wallet",
        "stitching_description": "Visible perimeter stitching appears machine-sewn and functional; no distinctive Coach construction is visible."
    },
    "ensemble_agreement": "MEDIUM",
    "ensemble_variance": 0.0129,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.96,
                "coach_probability": 0.02,
                "vintage_probability": 0.02,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.91,
                "seller_misidentification_probability": 0.04,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 3: The item is a wallet\/clutch with card slots, bill compartments, and a snap closure."
                ],
                "negative_evidence": [
                    "photo 1: Exterior is a glossy black-and-white animal-print hard case rather than Coach glove-tanned leather or recognized Coach canvas.",
                    "photo 4: Interior has synthetic-looking black compartments, clear plastic ID windows, and bright plated frame hardware; no Coach construction cues are visible.",
                    "photo 6: Visible paper tag reads 'ITEM NO 972' and 'BLACK WHITE COMBO,' not a Coach creed or style identifier.",
                    "photos 1-6: No visible Coach wordmark, horse-and-carriage, creed patch, leather hangtag, or recognizable Coach model details."
                ],
                "missing_information": [
                    "No dedicated close-up of the paper\/product tag or any hidden interior label.",
                    "No underside or edge close-up of the frame and closure, though these are unlikely to change the brand assessment."
                ],
                "authenticity_concerns": [
                    "The glossy synthetic animal print, hard case construction, clear plastic card windows, and generic product tag are inconsistent with a vintage Coach leather handbag.",
                    "No Coach identifier is visible anywhere in the provided 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": "Bright silver-tone framed case hardware and snap closures are visible; no Coach engraving is visible.",
                    "leather_description": "Glossy printed synthetic-looking exterior; no natural leather grain is visible.",
                    "lining_description": "Black textile-like wallet interior with multiple card slots, clear plastic ID windows, and synthetic compartments.",
                    "strap_construction": "not_visible",
                    "stitching_description": "Visible perimeter stitching appears machine-sewn and functional; no distinctive Coach construction is visible."
                },
                "possible_model_reasoning": [
                    "The format matches a generic animal-print hard-case wallet\/clutch, not a cataloged Coach handbag model.",
                    "Seller-stated dimensions of approximately 7.5 x 4.5 x 1.25 inches and the visible card\/bill compartments support a wallet or clutch classification.",
                    "Condition appears New\/NWOT or near-new from the photos, with tags present and no obvious major wear; odor and hidden defects are unknown."
                ],
                "confidence": 0.93,
                "recommended_max_bid": 8,
                "estimated_resale_low": 5,
                "estimated_resale_high": 20
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.02,
                "coach_probability": 0.02,
                "confidence": 0.88,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.7,
                "is_handbag_probability": 0.4,
                "missing_information": [
                    "No Coach identifiers to request; bag is clearly non-Coach fast-fashion wallet"
                ],
                "negative_evidence": [
                    "photo 1, photo 2: black-white animal print glossy coated synthetic exterior, not glove-tanned leather",
                    "photo 2, photo 4: silver-tone metal kisslock\/frame hardware, not vintage solid brass",
                    "photo 3, photo 4, photo 5, photo 6: black fabric lining with card slots and plastic ID window, not unlined suede",
                    "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag visible",
                    "photo 6: white retail tag reading ITEM NO \/ BLACK\/WHITE LEOPARD indicates mass-market new-with-tags wallet"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone metal frame\/kisslock and snap; bright plated, not solid brass; no COACH stamping visible",
                    "leather_description": "not leather; glossy printed synthetic with leopard\/tiger pattern in black\/white",
                    "lining_description": "black fabric lining with card slots and clear plastic ID window",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "white contrast machine stitching visible on exterior pocket and interior panels (photo 3, photo 4)",
                    "strap_construction": "no strap visible; handheld hard-case clutch wallet",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a Coach silhouette, material, hardware, or construction; no hard identifiers for Coach",
                    "Printed animal-pattern coated wallet with silver frame and fabric interior matches modern mass-market clutch-wallet, not any vintage Coach catalog style",
                    "Condition: Like New \/ New with tags; retail tag still attached (photo 6), glossy surface unmarked, interior clean"
                ],
                "possible_models": [],
                "recommended_max_bid": 5,
                "seller_misidentification_probability": 0.03,
                "vintage_probability": 0.02
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
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            "output_tokens": 726,
            "total_tokens": 18501,
            "estimated_cost_usd": 0.008852
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
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            "output_tokens": 1012,
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}