Vintage Coach Hunter

{
    "is_handbag_probability": 0.965,
    "coach_probability": 0.01,
    "vintage_probability": 0.01,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.825,
    "seller_misidentification_probability": 0.02,
    "confidence": 0.97,
    "recommended_max_bid": 6.5,
    "estimated_resale_low": 7.5,
    "estimated_resale_high": 25,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly shaped as a small handbag with a body, opening, and shoulder handles.",
        "photo 1: The item appears to be a handmade woven craft bag constructed from colorful candy and product wrappers."
    ],
    "negative_evidence": [
        "photo 1: Body and handles are made from glossy folded wrappers rather than Coach leather, coated canvas, or suede.",
        "photo 2: Side view shows wrapper-based construction and blue textile trim, with no visible Coach construction details.",
        "photo 3: Interior is also wrapper-based with blue fabric edging; no leather creed patch or Coach label is visible.",
        "photo 4: Exterior shows no COACH wordmark, horse-and-carriage emblem, leather hangtag, or recognizable Coach hardware.",
        "photo 5: The bag has no visible brass turnlock, Coach-style leather strap construction, or vintage glove-tanned leather.",
        "photo 1: body and handle made of woven folded candy\/gum wrappers, not leather",
        "photo 1-4: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag visible",
        "photo 3: blue plastic\/coil zipper, not solid brass Talon\/YKK vintage hardware",
        "photo 1-4: no turnlock, no brass hardware, no glove-tanned leather, no suede interior"
    ],
    "missing_information": [
        "A clear photo of any interior label or sewn-in brand tag, although none is apparent in the provided interior views.",
        "A bottom and close-up construction photo would be useful for assessing handmade workmanship and structural condition.",
        "Seller-stated dimensions and information about how the handles and wrapper panels are secured."
    ],
    "authenticity_concerns": [
        "photo 1: The non-leather wrapper material and handmade construction are fundamentally inconsistent with vintage Coach handbag construction.",
        "photo 3: No Coach creed, serial\/style number, wordmark, or other Coach identifier is visible; this is best treated as a non-Coach handmade bag rather than a Coach item.",
        "photo 1-4: woven candy-wrapper construction with paper\/foil material is fundamentally inconsistent with any Coach production"
    ],
    "possible_model_reasoning": [
        "No Coach model is plausible from the visible materials, silhouette, or construction.",
        "photo 1: The listing title's handmade candy-wrapper description is consistent with the photographed object and does not indicate Coach manufacture.",
        "Condition: Good\/Very Good visually, with intact-looking wrapper panels but limited visibility of seams, bottom, and interior structure; possible creasing and edge wear are visible in the wrapper material.",
        "Handmade tramp-art candy-wrapper purse does not match any Coach catalog silhouette, material, hardware or construction; no identifiers to decode; Condition: Good to Very Good as handmade craft with no visible damage but not gradable on Coach scale"
    ],
    "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": "no brass hardware; blue plastic zipper with blue pull visible in photo 3",
        "leather_description": "No leather visible; the body and handles appear to be made from folded glossy candy and product wrappers.",
        "lining_description": "photo 3: Interior appears to use the same woven wrapper material with blue textile edging; no conventional lining label is visible.",
        "strap_construction": "photo 1: Two broad woven wrapper handles attached directly to the bag body; no leather strap or metal fittings are visible.",
        "stitching_description": "photo 3: Some edge fastening or textile construction is visible, but stitching details are not clear enough to characterize."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0009,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.01,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.9,
                "seller_misidentification_probability": 0.03,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: Clearly shaped as a small handbag with a body, opening, and shoulder handles.",
                    "photo 1: The item appears to be a handmade woven craft bag constructed from colorful candy and product wrappers."
                ],
                "negative_evidence": [
                    "photo 1: Body and handles are made from glossy folded wrappers rather than Coach leather, coated canvas, or suede.",
                    "photo 2: Side view shows wrapper-based construction and blue textile trim, with no visible Coach construction details.",
                    "photo 3: Interior is also wrapper-based with blue fabric edging; no leather creed patch or Coach label is visible.",
                    "photo 4: Exterior shows no COACH wordmark, horse-and-carriage emblem, leather hangtag, or recognizable Coach hardware.",
                    "photo 5: The bag has no visible brass turnlock, Coach-style leather strap construction, or vintage glove-tanned leather."
                ],
                "missing_information": [
                    "A clear photo of any interior label or sewn-in brand tag, although none is apparent in the provided interior views.",
                    "A bottom and close-up construction photo would be useful for assessing handmade workmanship and structural condition.",
                    "Seller-stated dimensions and information about how the handles and wrapper panels are secured."
                ],
                "authenticity_concerns": [
                    "photo 1: The non-leather wrapper material and handmade construction are fundamentally inconsistent with vintage Coach handbag construction.",
                    "photo 3: No Coach creed, serial\/style number, wordmark, or other Coach identifier is visible; this is best treated as a non-Coach handmade bag rather than a Coach item."
                ],
                "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": "not_visible",
                    "leather_description": "No leather visible; the body and handles appear to be made from folded glossy candy and product wrappers.",
                    "lining_description": "photo 3: Interior appears to use the same woven wrapper material with blue textile edging; no conventional lining label is visible.",
                    "strap_construction": "photo 1: Two broad woven wrapper handles attached directly to the bag body; no leather strap or metal fittings are visible.",
                    "stitching_description": "photo 3: Some edge fastening or textile construction is visible, but stitching details are not clear enough to characterize."
                },
                "possible_model_reasoning": [
                    "No Coach model is plausible from the visible materials, silhouette, or construction.",
                    "photo 1: The listing title's handmade candy-wrapper description is consistent with the photographed object and does not indicate Coach manufacture.",
                    "Condition: Good\/Very Good visually, with intact-looking wrapper panels but limited visibility of seams, bottom, and interior structure; possible creasing and edge wear are visible in the wrapper material."
                ],
                "confidence": 0.95,
                "recommended_max_bid": 8,
                "estimated_resale_low": 10,
                "estimated_resale_high": 35
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [
                    "photo 1-4: woven candy-wrapper construction with paper\/foil material is fundamentally inconsistent with any Coach production"
                ],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.99,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.75,
                "is_handbag_probability": 0.95,
                "missing_information": [],
                "negative_evidence": [
                    "photo 1: body and handle made of woven folded candy\/gum wrappers, not leather",
                    "photo 1-4: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag visible",
                    "photo 3: blue plastic\/coil zipper, not solid brass Talon\/YKK vintage hardware",
                    "photo 1-4: no turnlock, no brass hardware, no glove-tanned leather, no suede interior"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "no brass hardware; blue plastic zipper with blue pull visible in photo 3",
                    "leather_description": "no leather; multicolor folded candy\/gum wrappers woven in diamond pattern",
                    "lining_description": "no separate lining; interior is same woven wrappers visible in photo 3",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "not_visible",
                    "strap_construction": "single arched top handle made of same folded wrappers, photo 1, 2, 4",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Handmade tramp-art candy-wrapper purse does not match any Coach catalog silhouette, material, hardware or construction; no identifiers to decode; Condition: Good to Very Good as handmade craft with no visible damage but not gradable on Coach scale"
                ],
                "possible_models": [],
                "recommended_max_bid": 5,
                "seller_misidentification_probability": 0.01,
                "vintage_probability": 0.01
            }
        }
    ],
    "_usage": [
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            "output_tokens": 860,
            "total_tokens": 25077,
            "estimated_cost_usd": 0.011751
        },
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            "model_name": "meta:muse-spark-1.3-contributor",
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}