Vintage Coach Hunter

{
    "is_handbag_probability": 0.5,
    "coach_probability": 0.02,
    "vintage_probability": 0.015,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.89,
    "seller_misidentification_probability": 0.02,
    "confidence": 0.915,
    "recommended_max_bid": 10,
    "estimated_resale_low": 12.5,
    "estimated_resale_high": 35,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: The items are clearly wristlet clutch wallets with zippered compartments and card slots.",
        "photo 1: Gold-tone zipper hardware, snap tabs, and wrist straps are visibly present."
    ],
    "negative_evidence": [
        "photo 1: No COACH wordmark, horse-and-carriage emblem, creed patch, serial\/style number, or hangtag is visible on the exterior items.",
        "photo 2: Interior views show card slots and synthetic-looking matching material, but no Coach label or creed patch.",
        "photo 3: The products are shown in uniform multiple colors with highly consistent construction, consistent with modern mass-market merchandise rather than vintage Coach goods.",
        "photo 1: The heavily embossed pebbled material and bright gold-tone hardware do not resemble classic vintage Coach glove-tanned leather construction.",
        "photo 1: multi-unit lot of identical new wallets in 7 bright colors sold as closeout, inconsistent with vintage Coach production",
        "photo 1, photo 3: pebbled faux-like finish with contrast light stitching and bright gold-tone snap\/zipper, not vintage glove-tanned cowhide with solid brass",
        "photo 2, photo 5: interior is same pebbled material with die-cut card slots and pink fabric divider, no leather creed patch visible",
        "photo 3, photo 6: thin wristlet strap with lobster clasp and snap rivet, no Coach hangtag, wordmark, turnlock, or horse-and-carriage visible in any photo"
    ],
    "missing_information": [
        "Photo of any interior brand labels, fabric tags, or stamped areas for each item.",
        "Close-up photos of zipper pulls, hardware backs, and any hidden markings.",
        "Seller-stated material composition; the photos suggest synthetic or coated material but do not conclusively establish it.",
        "The listing title says a lot of 5, while the supplied photos appear to show more than five color variations; confirm the exact quantity included.",
        "No creed patch or brand stamp shown in any photo",
        "No hardware engraving close-up to verify maker",
        "No material \/ care tag shown"
    ],
    "authenticity_concerns": [
        "photo 1: The merchandise uses generic wallet\/wristlet styling without any visible Coach identifiers; it should be treated as non-Coach rather than as an unidentified vintage Coach find.",
        "photo 2: The matching bright-color interiors, synthetic-looking pebbled finish, and mass-produced construction are inconsistent with classic vintage Coach leather goods."
    ],
    "possible_model_reasoning": [
        "No Coach model is supported because the items are wristlet wallets rather than identifiable vintage Coach handbag silhouettes and no Coach identifier is visible.",
        "photo 1: The approximately 8-by-4-inch scale shown in the listing is consistent with generic modern long wristlet wallets.",
        "Condition appears New or Like New based on clean staged product photographs, but actual delivered condition cannot be verified from stock-style images.",
        "Wallet\/wristlet form, not a Coach handbag silhouette; no match to catalog styles 9790, 9927, 9870, etc.",
        "No creed, serial, wordmark, hangtag, or turnlock visible in 6 clear photos despite good views of exterior and interior",
        "Condition: New; uniform color, clean edges, no wear visible (photo 1, photo 3) - consistent with new closeout lot, not vintage"
    ],
    "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 1: Small gold-tone zipper hardware, round snap studs, zipper pulls, and wristlet attachment rings are visible. No Coach engraving is visible.",
        "leather_description": "photo 1: Uniform embossed pebbled material in green, red, pink, brown, black, blue, and orange; it appears synthetic or coated, but material cannot be confirmed from photos alone.",
        "lining_description": "photo 2: Matching colored interiors with card slots and a contrasting pale pink center strip are visible; no fabric brand label is visible.",
        "strap_construction": "photo 1: Detachable-looking wrist straps are visible on some pieces, attached by small gold-tone clips; other pieces appear without an attached strap.",
        "stitching_description": "photo 1: Regular machine stitching is visible around the edges and card-slot openings; the uniform mass-produced finish does not suggest vintage Coach construction."
    },
    "ensemble_agreement": "MEDIUM",
    "ensemble_variance": 0.0254,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.92,
                "coach_probability": 0.02,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.93,
                "seller_misidentification_probability": 0.02,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: The items are clearly wristlet clutch wallets with zippered compartments and card slots.",
                    "photo 1: Gold-tone zipper hardware, snap tabs, and wrist straps are visibly present."
                ],
                "negative_evidence": [
                    "photo 1: No COACH wordmark, horse-and-carriage emblem, creed patch, serial\/style number, or hangtag is visible on the exterior items.",
                    "photo 2: Interior views show card slots and synthetic-looking matching material, but no Coach label or creed patch.",
                    "photo 3: The products are shown in uniform multiple colors with highly consistent construction, consistent with modern mass-market merchandise rather than vintage Coach goods.",
                    "photo 1: The heavily embossed pebbled material and bright gold-tone hardware do not resemble classic vintage Coach glove-tanned leather construction."
                ],
                "missing_information": [
                    "Photo of any interior brand labels, fabric tags, or stamped areas for each item.",
                    "Close-up photos of zipper pulls, hardware backs, and any hidden markings.",
                    "Seller-stated material composition; the photos suggest synthetic or coated material but do not conclusively establish it.",
                    "The listing title says a lot of 5, while the supplied photos appear to show more than five color variations; confirm the exact quantity included."
                ],
                "authenticity_concerns": [
                    "photo 1: The merchandise uses generic wallet\/wristlet styling without any visible Coach identifiers; it should be treated as non-Coach rather than as an unidentified vintage Coach find.",
                    "photo 2: The matching bright-color interiors, synthetic-looking pebbled finish, and mass-produced construction are inconsistent with classic vintage Coach leather goods."
                ],
                "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 gold-tone zipper hardware, round snap studs, zipper pulls, and wristlet attachment rings are visible. No Coach engraving is visible.",
                    "leather_description": "photo 1: Uniform embossed pebbled material in green, red, pink, brown, black, blue, and orange; it appears synthetic or coated, but material cannot be confirmed from photos alone.",
                    "lining_description": "photo 2: Matching colored interiors with card slots and a contrasting pale pink center strip are visible; no fabric brand label is visible.",
                    "strap_construction": "photo 1: Detachable-looking wrist straps are visible on some pieces, attached by small gold-tone clips; other pieces appear without an attached strap.",
                    "stitching_description": "photo 1: Regular machine stitching is visible around the edges and card-slot openings; the uniform mass-produced finish does not suggest vintage Coach construction."
                },
                "possible_model_reasoning": [
                    "No Coach model is supported because the items are wristlet wallets rather than identifiable vintage Coach handbag silhouettes and no Coach identifier is visible.",
                    "photo 1: The approximately 8-by-4-inch scale shown in the listing is consistent with generic modern long wristlet wallets.",
                    "Condition appears New or Like New based on clean staged product photographs, but actual delivered condition cannot be verified from stock-style images."
                ],
                "confidence": 0.91,
                "recommended_max_bid": 10,
                "estimated_resale_low": 15,
                "estimated_resale_high": 40
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.02,
                "coach_probability": 0.02,
                "confidence": 0.92,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 30,
                "estimated_resale_low": 10,
                "image_quality_score": 0.85,
                "is_handbag_probability": 0.08,
                "missing_information": [
                    "No creed patch or brand stamp shown in any photo",
                    "No hardware engraving close-up to verify maker",
                    "No material \/ care tag shown"
                ],
                "negative_evidence": [
                    "photo 1: multi-unit lot of identical new wallets in 7 bright colors sold as closeout, inconsistent with vintage Coach production",
                    "photo 1, photo 3: pebbled faux-like finish with contrast light stitching and bright gold-tone snap\/zipper, not vintage glove-tanned cowhide with solid brass",
                    "photo 2, photo 5: interior is same pebbled material with die-cut card slots and pink fabric divider, no leather creed patch visible",
                    "photo 3, photo 6: thin wristlet strap with lobster clasp and snap rivet, no Coach hangtag, wordmark, turnlock, or horse-and-carriage visible in any photo"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "bright gold-tone snap button, top zipper with oval pull, small lobster clasp for wrist strap; plated appearance, not vintage solid brass",
                    "leather_description": "pebbled grain long wallet\/wristlet in green, red, pink, brown, black, blue, orange; uniform pebbling and bright colors suggest modern coated \/ synthetic material, not matte glove-tanned cowhide",
                    "lining_description": "unlined wallet construction - interior same pebbled material with card slots and pink fabric center divider, no suede back or fabric lining typical of Coach handbags",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "contrast light-colored edge stitching around exterior and interior panels, even machine stitching",
                    "strap_construction": "thin detachable wristlet strap with snap-rivet end and gold-tone lobster clasp, seen in photo 3, photo 5, photo 6",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Wallet\/wristlet form, not a Coach handbag silhouette; no match to catalog styles 9790, 9927, 9870, etc.",
                    "No creed, serial, wordmark, hangtag, or turnlock visible in 6 clear photos despite good views of exterior and interior",
                    "Condition: New; uniform color, clean edges, no wear visible (photo 1, photo 3) - consistent with new closeout lot, not vintage"
                ],
                "possible_models": [],
                "recommended_max_bid": 10,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.02
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 26314,
            "output_tokens": 862,
            "total_tokens": 27176,
            "estimated_cost_usd": 0.012594
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 27215,
            "output_tokens": 1291,
            "total_tokens": 28506,
            "estimated_cost_usd": 0.006476
        }
    ]
}