Vintage Coach Hunter

{
    "is_handbag_probability": 0.98,
    "coach_probability": 0.015,
    "vintage_probability": 0.025,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.87,
    "seller_misidentification_probability": 0.035,
    "confidence": 0.94,
    "recommended_max_bid": 6.5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 22.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly a tote-style handbag with a shoulder strap and exterior pocket.",
        "photo 3: The sewn textile label visibly reads \u201cUerruam,\u201d not COACH.",
        "photo 4: Interior and closure construction are visible and consistent with a textile tote."
    ],
    "negative_evidence": [
        "photo 3: The visible brand label is Uerruam and includes \u201cTHE CRIMIE\u201d and \u201cREGISTERED TRADEMARK,\u201d with no Coach wordmark or horse-and-carriage.",
        "photos 1-2: Body and strap are black corduroy\/textile rather than Coach glove-tanned leather or recognized Coach signature canvas.",
        "photos 4-6: Cream fabric lining, silver-tone snap hardware, and textile strap do not resemble a classic vintage Coach leather construction.",
        "photo 1: No Coach hangtag, creed patch, or recognizable Coach hardware is visible.",
        "photo 1, photo 2: body and strap are black corduroy textile, not glove-tanned leather",
        "photo 3: exterior woven label reads Uerruam THE CRIMIE, not COACH",
        "photo 4, photo 5: beige synthetic fabric lining with magnetic snap closure, not unlined suede",
        "photo 4: silver-tone magnetic hardware, not solid brass vintage hardware",
        "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no turnlock, no leather hangtag visible"
    ],
    "missing_information": [
        "Interior pocket and all interior labels should be photographed fully.",
        "Bottom, side seams, strap attachment, and any hidden care\/manufacturing tags are not shown in detail.",
        "Seller-stated dimensions and condition details such as odor, stains, or lining damage are unavailable."
    ],
    "authenticity_concerns": [
        "photo 3: The visible Uerruam textile label is inconsistent with Coach branding; this appears to be a non-Coach bag rather than a Coach item.",
        "photos 1-6: The corduroy construction and non-Coach label provide no support for a transplanted or authentic Coach component."
    ],
    "possible_model_reasoning": [
        "The rectangular tote silhouette and long strap are generic and do not match a specific Coach model from the available views.",
        "photo 3: The visible Uerruam label identifies a different brand, so no Coach model is reasonably supported.",
        "Condition: Good to Very Good based on visible intact exterior and stitching, with lint\/hair and minor surface wear visible; interior and bottom condition are only partly documented.",
        "Not a Coach silhouette, material, or construction: corduroy tote with Uerruam label and fabric lining does not match any catalog Coach style",
        "No Coach identifiers in any photo: no creed, no wordmark, no hangtag, no brass hardware",
        "Condition: Good to Very Good; textile shows lint\/fuzz (photo 2, photo 3) but no tears; lining looks clean (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": "photos 4-6: Silver-tone snap fasteners and a small silver-tone strap clip are visible; no Coach engraving is visible.",
        "leather_description": "photos 1-3: Black ribbed corduroy\/textile exterior; leather is not visible.",
        "lining_description": "photos 4-6: Light cream-colored fabric lining is visible; exact fiber content is not visible.",
        "strap_construction": "photos 1-2: Long black textile shoulder strap with adjustable-looking attachment hardware; detailed adjustment mechanism is not visible.",
        "stitching_description": "photos 1-6: Straight machine stitching is visible around the exterior pocket, upper edge, and seams; no unusual stitching issue is apparent."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0008,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.01,
                "vintage_probability": 0.03,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.94,
                "seller_misidentification_probability": 0.05,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: Clearly a tote-style handbag with a shoulder strap and exterior pocket.",
                    "photo 3: The sewn textile label visibly reads \u201cUerruam,\u201d not COACH.",
                    "photo 4: Interior and closure construction are visible and consistent with a textile tote."
                ],
                "negative_evidence": [
                    "photo 3: The visible brand label is Uerruam and includes \u201cTHE CRIMIE\u201d and \u201cREGISTERED TRADEMARK,\u201d with no Coach wordmark or horse-and-carriage.",
                    "photos 1-2: Body and strap are black corduroy\/textile rather than Coach glove-tanned leather or recognized Coach signature canvas.",
                    "photos 4-6: Cream fabric lining, silver-tone snap hardware, and textile strap do not resemble a classic vintage Coach leather construction.",
                    "photo 1: No Coach hangtag, creed patch, or recognizable Coach hardware is visible."
                ],
                "missing_information": [
                    "Interior pocket and all interior labels should be photographed fully.",
                    "Bottom, side seams, strap attachment, and any hidden care\/manufacturing tags are not shown in detail.",
                    "Seller-stated dimensions and condition details such as odor, stains, or lining damage are unavailable."
                ],
                "authenticity_concerns": [
                    "photo 3: The visible Uerruam textile label is inconsistent with Coach branding; this appears to be a non-Coach bag rather than a Coach item.",
                    "photos 1-6: The corduroy construction and non-Coach label provide no support for a transplanted or authentic Coach component."
                ],
                "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 4-6: Silver-tone snap fasteners and a small silver-tone strap clip are visible; no Coach engraving is visible.",
                    "leather_description": "photos 1-3: Black ribbed corduroy\/textile exterior; leather is not visible.",
                    "lining_description": "photos 4-6: Light cream-colored fabric lining is visible; exact fiber content is not visible.",
                    "strap_construction": "photos 1-2: Long black textile shoulder strap with adjustable-looking attachment hardware; detailed adjustment mechanism is not visible.",
                    "stitching_description": "photos 1-6: Straight machine stitching is visible around the exterior pocket, upper edge, and seams; no unusual stitching issue is apparent."
                },
                "possible_model_reasoning": [
                    "The rectangular tote silhouette and long strap are generic and do not match a specific Coach model from the available views.",
                    "photo 3: The visible Uerruam label identifies a different brand, so no Coach model is reasonably supported.",
                    "Condition: Good to Very Good based on visible intact exterior and stitching, with lint\/hair and minor surface wear visible; interior and bottom condition are only partly documented."
                ],
                "confidence": 0.96,
                "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": 0.92,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 20,
                "estimated_resale_low": 5,
                "image_quality_score": 0.8,
                "is_handbag_probability": 0.98,
                "missing_information": [],
                "negative_evidence": [
                    "photo 1, photo 2: body and strap are black corduroy textile, not glove-tanned leather",
                    "photo 3: exterior woven label reads Uerruam THE CRIMIE, not COACH",
                    "photo 4, photo 5: beige synthetic fabric lining with magnetic snap closure, not unlined suede",
                    "photo 4: silver-tone magnetic hardware, not solid brass vintage hardware",
                    "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no turnlock, no leather hangtag visible"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone magnetic snap at top edge; small silver-tone strap ring; no brass turnlock",
                    "leather_description": "no leather visible; black corduroy textile body and strap",
                    "lining_description": "beige tan synthetic fabric lining, no pockets shown",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "straight machine stitching around exterior pocket and top edge, thread matched to body",
                    "strap_construction": "narrow black corduroy textile shoulder strap, adjustable with metal hardware",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a Coach silhouette, material, or construction: corduroy tote with Uerruam label and fabric lining does not match any catalog Coach style",
                    "No Coach identifiers in any photo: no creed, no wordmark, no hangtag, no brass hardware",
                    "Condition: Good to Very Good; textile shows lint\/fuzz (photo 2, photo 3) but no tears; lining looks clean (photo 4)"
                ],
                "possible_models": [],
                "recommended_max_bid": 8,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.02
            }
        }
    ],
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            "total_tokens": 29646,
            "estimated_cost_usd": 0.01359
        },
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            "model_name": "meta:muse-spark-1.3-contributor",
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}