Vintage Coach Hunter

{
    "is_handbag_probability": 0.075,
    "coach_probability": 0.01,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.765,
    "seller_misidentification_probability": 0.02,
    "confidence": 0.92,
    "recommended_max_bid": 5.5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 17.5,
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: small round Winnie the Pooh-themed coin purse, not a Coach handbag.",
        "photo 2: second small round Winnie the Pooh-themed coin purse with character embroidery.",
        "photo 1: Disney character design and decorative printed synthetic-looking exterior are inconsistent with vintage Coach construction.",
        "photo 3: visible text includes character-themed wording such as Pooh, Piglet, and Friends rather than Coach branding.",
        "photo 1: no visible Coach wordmark, horse-and-carriage mark, creed patch, or leather hangtag.",
        "photo 1: round pink satin\/plush Piglet coin purse with applique face and ears, not glove-tanned leather",
        "photo 2: round yellow satin\/plush Winnie the Pooh coin purse with applique face, not Coach construction",
        "photo 3: both purses shown front\/back are fabric novelty character goods with printed satin, no brass hardware, no creed patch, no hangtag, no turnlock"
    ],
    "missing_information": [
        "photo 1-3: no close-up of interior labels or care\/manufacturing tags.",
        "photo 1-3: material composition and exact dimensions are not provided.",
        "photo 1-3: zipper and interior condition are not shown clearly.",
        "No Coach identifiers to request; not a Coach-type item"
    ],
    "authenticity_concerns": [
        "photo 1-3: these appear to be Disney character coin purses, not Coach products; no Coach identifiers are visible."
    ],
    "possible_model_reasoning": [
        "photo 1-3: the items are compact round coin purses rather than handbags, so no Coach handbag model is applicable.",
        "photo 1-3: Disney character imagery, small coin-purse form, and lack of Coach identifiers support a modern non-Coach classification.",
        "Condition: Good to Very Good based on visible use and surface wear; interiors, zipper function, odor, and hidden damage are unknown.",
        "Not a Coach silhouette, material, or construction; Disney Winnie the Pooh and Piglet novelty coin purses in satin\/plush",
        "No creed, wordmark, hangtag, brass turnlock, or glove-tanned leather visible in any photo",
        "Condition: Used per seller; photo 2 shows soiling\/wear on yellow purse; full grading not applicable to non-Coach fabric goods"
    ],
    "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 1-3: small zipper closures and decorative character-shaped zipper pulls are visible; no Coach-marked hardware is visible.",
        "leather_description": "photo 1-3: appears to be synthetic textile or coated fabric with plush\/fabric character appliques; leather is not visible.",
        "lining_description": "not_visible",
        "strap_construction": "not_visible; these are coin purses without a visible handbag strap.",
        "stitching_description": "photo 1-2: visible perimeter stitching appears decorative and generally even; no Coach-specific construction is visible."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.002,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.05,
                "coach_probability": 0.01,
                "vintage_probability": 0.02,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.88,
                "seller_misidentification_probability": 0.02,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [],
                "negative_evidence": [
                    "photo 1: small round Winnie the Pooh-themed coin purse, not a Coach handbag.",
                    "photo 2: second small round Winnie the Pooh-themed coin purse with character embroidery.",
                    "photo 1: Disney character design and decorative printed synthetic-looking exterior are inconsistent with vintage Coach construction.",
                    "photo 3: visible text includes character-themed wording such as Pooh, Piglet, and Friends rather than Coach branding.",
                    "photo 1: no visible Coach wordmark, horse-and-carriage mark, creed patch, or leather hangtag."
                ],
                "missing_information": [
                    "photo 1-3: no close-up of interior labels or care\/manufacturing tags.",
                    "photo 1-3: material composition and exact dimensions are not provided.",
                    "photo 1-3: zipper and interior condition are not shown clearly."
                ],
                "authenticity_concerns": [
                    "photo 1-3: these appear to be Disney character coin purses, not Coach products; no Coach identifiers are visible."
                ],
                "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 1-3: small zipper closures and decorative character-shaped zipper pulls are visible; no Coach-marked hardware is visible.",
                    "leather_description": "photo 1-3: appears to be synthetic textile or coated fabric with plush\/fabric character appliques; leather is not visible.",
                    "lining_description": "not_visible",
                    "strap_construction": "not_visible; these are coin purses without a visible handbag strap.",
                    "stitching_description": "photo 1-2: visible perimeter stitching appears decorative and generally even; no Coach-specific construction is visible."
                },
                "possible_model_reasoning": [
                    "photo 1-3: the items are compact round coin purses rather than handbags, so no Coach handbag model is applicable.",
                    "photo 1-3: Disney character imagery, small coin-purse form, and lack of Coach identifiers support a modern non-Coach classification.",
                    "Condition: Good to Very Good based on visible use and surface wear; interiors, zipper function, odor, and hidden damage are unknown."
                ],
                "confidence": 0.94,
                "recommended_max_bid": 6,
                "estimated_resale_low": 5,
                "estimated_resale_high": 20
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.9,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.65,
                "is_handbag_probability": 0.1,
                "missing_information": [
                    "No Coach identifiers to request; not a Coach-type item"
                ],
                "negative_evidence": [
                    "photo 1: round pink satin\/plush Piglet coin purse with applique face and ears, not glove-tanned leather",
                    "photo 2: round yellow satin\/plush Winnie the Pooh coin purse with applique face, not Coach construction",
                    "photo 3: both purses shown front\/back are fabric novelty character goods with printed satin, no brass hardware, no creed patch, no hangtag, no turnlock"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "photo 1: small zip closure with character charm pull; photo 3: edge zips only; no brass turnlock, no solid brass hardware visible",
                    "leather_description": "photo 1-3: satin fabric and plush\/velour applique, not leather; no glove-tanned cowhide",
                    "lining_description": "not_visible",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "not_visible",
                    "strap_construction": "not_visible",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a Coach silhouette, material, or construction; Disney Winnie the Pooh and Piglet novelty coin purses in satin\/plush",
                    "No creed, wordmark, hangtag, brass turnlock, or glove-tanned leather visible in any photo",
                    "Condition: Used per seller; photo 2 shows soiling\/wear on yellow purse; full grading not applicable to non-Coach fabric goods"
                ],
                "possible_models": [],
                "recommended_max_bid": 5,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.02
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16421,
            "output_tokens": 645,
            "total_tokens": 17066,
            "estimated_cost_usd": 0.008116
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 16733,
            "output_tokens": 1086,
            "total_tokens": 17819,
            "estimated_cost_usd": 0.004215
        }
    ]
}