Vintage Coach Hunter

{
    "is_handbag_probability": 0.94,
    "coach_probability": 0.025,
    "vintage_probability": 0.19,
    "authenticity_confidence": 0.025,
    "image_quality_score": 0.88,
    "seller_misidentification_probability": 0.035,
    "confidence": 0.89,
    "recommended_max_bid": 12,
    "estimated_resale_low": 11.5,
    "estimated_resale_high": 32.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly a small crossbody handbag\/wallet with a long strap and multiple compartments.",
        "photo 7: Metal snap hardware is visibly marked ITALY, but no Coach branding is visible."
    ],
    "negative_evidence": [
        "photo 1: Front is dominated by a colorful woven kilim-style textile panel and an equestrian-like decorative motif, not a recognizable Coach logo or Coach Signature pattern.",
        "photo 1: No visible Coach wordmark, horse-and-carriage logo, leather hangtag, or creed patch.",
        "photo 4: Interior is a wallet-style layout with card slots and zip compartments; no Coach creed or fabric identification tag is visible.",
        "photo 7: Construction includes smooth glossy burgundy leather or leather-like trim, textile lining, and small plated snap hardware, which do not resemble a classic vintage Coach glove-tanned leather handbag.",
        "photo 5: The zipper and hardware appear dark\/plated rather than the solid brass construction typical of many vintage Coach classics.",
        "photo 1, photo 2, photo 3: front\/back body are kilim woven textile panels with leather trim - not glove-tanned all-leather Coach classic construction",
        "photo 4, photo 6: closure is round magnetic\/snap buttons, no turnlock present",
        "photo 4, photo 6: snap marked ITALY with no COACH wordmark, no horse-and-carriage, no creed patch",
        "photo 5: interior lined with plaid woven fabric, not unlined suede-back glove-tanned leather",
        "photo 1-6: no COACH wordmark, no creed patch, no hangtag, no solid-brass turnlock or dogleash hardware visible",
        "photo 4, photo 5: wallet-style interior with card slots and side zip - silhouette matches kilim wallet-on-strap, not any catalog Coach style"
    ],
    "missing_information": [
        "A straight-on close-up of every interior wall and pocket for any hidden brand or creed label.",
        "Close-ups of both sides of the strap, zipper pull, and all hardware markings.",
        "Seller-stated dimensions and material composition, including whether the trim is genuine leather or synthetic.",
        "Bottom, side, and corner photographs to assess construction and condition fully.",
        "No creed patch or brand stamp shown in any photo - request close-up of any interior stamp if present",
        "No maker label or country-of-origin label shown beyond ITALY on snap",
        "No dimensions provided to confirm wallet vs mini-crossbody scale"
    ],
    "authenticity_concerns": [
        "photo 1: The textile\/equestrian decorative design is generic and does not provide Coach attribution; it may be a lookalike or unrelated Italian-made accessory.",
        "photo 4: No Coach identifier is visible despite the interior being opened and photographed.",
        "photo 7: The visible ITALY marking is not a Coach creed and does not establish Coach manufacture."
    ],
    "possible_model_reasoning": [
        "No Coach model is a reasonable match: the item is a compact textile-front wallet crossbody with a generic kilim motif rather than a catalogued Coach silhouette.",
        "photo 7: The ITALY marking may indicate Italian manufacture or hardware sourcing, but it is not a Coach serial or creed identifier.",
        "Condition: Good to Very Good visually; the item appears intact, though edge stitching\/trim wear and possible loose threads are visible in photos 1, 2, and 5. Interior and odor status are not fully assessable.",
        "No Coach model fits: kilim-textile wallet crossbody with snap closure and fabric lining is outside Coach classic and modern catalogs",
        "No serial decode possible - no number visible",
        "Era reasoning: materials and wallet-on-strap form suggest modern non-Coach artisan\/import bag, not pre-2000 Coach",
        "Condition: Very Good to Excellent; leather clean with light sheen (photo 3, photo 6), stitching intact, textile panels intact, hardware with light wear on snap (photo 4)"
    ],
    "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": "photo 4: Round snap fasteners; photo 7: a round metal fastener is visibly marked ITALY. photo 5: dark zipper hardware is visible.",
        "leather_description": "photo 1: Burgundy smooth, glossy leather or leather-like trim surrounds woven textile panels; genuine leather composition is not verifiable from photos.",
        "lining_description": "photo 5: Plaid\/textile lining is visible inside a compartment; additional burgundy synthetic-looking surfaces and wallet compartments are visible.",
        "strap_construction": "photo 1: Narrow matching burgundy shoulder strap, apparently stitched and attached at the upper sides; adjustability and attachment hardware are not clearly shown.",
        "stitching_description": "photos 1, 2, 4, 5, 7: Visible perimeter stitching is generally regular, with some unevenness and loose-looking thread at portions of the edges."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0021,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.03,
                "vintage_probability": 0.08,
                "authenticity_confidence": 0.03,
                "image_quality_score": 0.91,
                "seller_misidentification_probability": 0.05,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: Clearly a small crossbody handbag\/wallet with a long strap and multiple compartments.",
                    "photo 7: Metal snap hardware is visibly marked ITALY, but no Coach branding is visible."
                ],
                "negative_evidence": [
                    "photo 1: Front is dominated by a colorful woven kilim-style textile panel and an equestrian-like decorative motif, not a recognizable Coach logo or Coach Signature pattern.",
                    "photo 1: No visible Coach wordmark, horse-and-carriage logo, leather hangtag, or creed patch.",
                    "photo 4: Interior is a wallet-style layout with card slots and zip compartments; no Coach creed or fabric identification tag is visible.",
                    "photo 7: Construction includes smooth glossy burgundy leather or leather-like trim, textile lining, and small plated snap hardware, which do not resemble a classic vintage Coach glove-tanned leather handbag.",
                    "photo 5: The zipper and hardware appear dark\/plated rather than the solid brass construction typical of many vintage Coach classics."
                ],
                "missing_information": [
                    "A straight-on close-up of every interior wall and pocket for any hidden brand or creed label.",
                    "Close-ups of both sides of the strap, zipper pull, and all hardware markings.",
                    "Seller-stated dimensions and material composition, including whether the trim is genuine leather or synthetic.",
                    "Bottom, side, and corner photographs to assess construction and condition fully."
                ],
                "authenticity_concerns": [
                    "photo 1: The textile\/equestrian decorative design is generic and does not provide Coach attribution; it may be a lookalike or unrelated Italian-made accessory.",
                    "photo 4: No Coach identifier is visible despite the interior being opened and photographed.",
                    "photo 7: The visible ITALY marking is not a Coach creed and does not establish Coach manufacture."
                ],
                "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 4: Round snap fasteners; photo 7: a round metal fastener is visibly marked ITALY. photo 5: dark zipper hardware is visible.",
                    "leather_description": "photo 1: Burgundy smooth, glossy leather or leather-like trim surrounds woven textile panels; genuine leather composition is not verifiable from photos.",
                    "lining_description": "photo 5: Plaid\/textile lining is visible inside a compartment; additional burgundy synthetic-looking surfaces and wallet compartments are visible.",
                    "strap_construction": "photo 1: Narrow matching burgundy shoulder strap, apparently stitched and attached at the upper sides; adjustability and attachment hardware are not clearly shown.",
                    "stitching_description": "photos 1, 2, 4, 5, 7: Visible perimeter stitching is generally regular, with some unevenness and loose-looking thread at portions of the edges."
                },
                "possible_model_reasoning": [
                    "No Coach model is a reasonable match: the item is a compact textile-front wallet crossbody with a generic kilim motif rather than a catalogued Coach silhouette.",
                    "photo 7: The ITALY marking may indicate Italian manufacture or hardware sourcing, but it is not a Coach serial or creed identifier.",
                    "Condition: Good to Very Good visually; the item appears intact, though edge stitching\/trim wear and possible loose threads are visible in photos 1, 2, and 5. Interior and odor status are not fully assessable."
                ],
                "confidence": 0.9,
                "recommended_max_bid": 12,
                "estimated_resale_low": 8,
                "estimated_resale_high": 30
            }
        },
        {
            "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": 35,
                "estimated_resale_low": 15,
                "image_quality_score": 0.85,
                "is_handbag_probability": 0.9,
                "missing_information": [
                    "No creed patch or brand stamp shown in any photo - request close-up of any interior stamp if present",
                    "No maker label or country-of-origin label shown beyond ITALY on snap",
                    "No dimensions provided to confirm wallet vs mini-crossbody scale"
                ],
                "negative_evidence": [
                    "photo 1, photo 2, photo 3: front\/back body are kilim woven textile panels with leather trim - not glove-tanned all-leather Coach classic construction",
                    "photo 4, photo 6: closure is round magnetic\/snap buttons, no turnlock present",
                    "photo 4, photo 6: snap marked ITALY with no COACH wordmark, no horse-and-carriage, no creed patch",
                    "photo 5: interior lined with plaid woven fabric, not unlined suede-back glove-tanned leather",
                    "photo 1-6: no COACH wordmark, no creed patch, no hangtag, no solid-brass turnlock or dogleash hardware visible",
                    "photo 4, photo 5: wallet-style interior with card slots and side zip - silhouette matches kilim wallet-on-strap, not any catalog Coach style"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "gold-tone round snap buttons, one stamped ITALY in photo 6; dark coil zipper along wallet edge in photo 4-5; no turnlock, no brass dogleash, no COACH engraving visible",
                    "leather_description": "smooth burgundy\/brown leather trim and strap with some sheen, not glove-tanned full-grain with natural scars\/veins",
                    "lining_description": "plaid woven textile lining in muted blue\/beige\/red visible in photo 5",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "tan contrast stitching, even and straight around leather trim and strap",
                    "strap_construction": "thin flat non-adjustable-appearing leather crossbody strap, sewn to body, no buckle or dogleash clips shown",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "No Coach model fits: kilim-textile wallet crossbody with snap closure and fabric lining is outside Coach classic and modern catalogs",
                    "No serial decode possible - no number visible",
                    "Era reasoning: materials and wallet-on-strap form suggest modern non-Coach artisan\/import bag, not pre-2000 Coach",
                    "Condition: Very Good to Excellent; leather clean with light sheen (photo 3, photo 6), stitching intact, textile panels intact, hardware with light wear on snap (photo 4)"
                ],
                "possible_models": [],
                "recommended_max_bid": 12,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.3
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 28771,
            "output_tokens": 892,
            "total_tokens": 29663,
            "estimated_cost_usd": 0.013649
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 30083,
            "output_tokens": 1455,
            "total_tokens": 31538,
            "estimated_cost_usd": 0.007181
        }
    ]
}