Vintage Coach Hunter

{
    "is_handbag_probability": 0.795,
    "coach_probability": 0.01,
    "vintage_probability": 0.015,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.83,
    "seller_misidentification_probability": 0.045,
    "confidence": 0.965,
    "recommended_max_bid": 9,
    "estimated_resale_low": 7.5,
    "estimated_resale_high": 27.5,
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: object is a rigid wooden cigar-box purse with a clear plastic handle, not a leather Coach handbag",
        "photo 2: front is prominently printed Drew Estate Natural cigar branding and cigar dimensions",
        "photo 5: side view shows wood construction and a rectangular box profile",
        "photo 1: hardware is bright silver-tone and the clasp is a generic box latch, not a vintage Coach turnlock",
        "photo 1: no Coach wordmark, horse-and-carriage, creed patch, or leather hangtag is visible",
        "photo 1: rigid wooden box body, not leather handbag construction",
        "photo 1, photo 2: branded NATURAL drew estate gourmet cigars, not Coach branding",
        "photo 1: clear plastic arch handle with silver-tone box hardware, never used by Coach",
        "photo 4: silver-tone trunk-style latch closure, not Coach turnlock geometry",
        "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag visible"
    ],
    "missing_information": [
        "photo 1: interior view is not provided, so lining or any added interior label cannot be assessed",
        "photo 1: bottom and rear views are not provided",
        "interior not shown, but irrelevant to Coach determination",
        "bottom and back views not shown"
    ],
    "authenticity_concerns": [
        "photo 1: construction and prominent Drew Estate branding are inconsistent with Coach handbag construction",
        "photo 1: clear plastic handle and rigid cigar-box body are strong lookalike\/non-Coach indicators"
    ],
    "possible_model_reasoning": [
        "photo 1: no Coach model is plausible; the seller title identifies a Drew Estate Natural cigar-box purse, and the visible construction supports that description",
        "photo 1: condition appears Good\/Fair for a decorative novelty purse because the painted wood has extensive scuffing, abrasion, and finish loss; clasp and handle appear present",
        "Not a Coach silhouette, material, or hardware type; Coach never made wooden cigar-box purses with plastic handles",
        "Visible Drew Estate cigar branding accounts for entire object; no Coach identifier in any of 6 photos",
        "Condition: Good to Very Good as novelty item; surface scuffing \/ distressed finish appears intentional (photo 2, photo 5)"
    ],
    "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: bright silver-tone metal box clasp, corner fittings, and clear plastic handle mounts; no Coach-stamped hardware visible",
        "leather_description": "photo 1: painted\/finished wooden cigar box; no leather body or trim visible",
        "lining_description": "not_visible",
        "strap_construction": "photo 1: rigid clear plastic top handle attached with metal brackets; no leather shoulder strap visible",
        "stitching_description": "photo 1: no handbag stitching visible; box panels are joined as rigid wood components"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0041,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.94,
                "coach_probability": 0.01,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.91,
                "seller_misidentification_probability": 0.08,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [],
                "negative_evidence": [
                    "photo 1: object is a rigid wooden cigar-box purse with a clear plastic handle, not a leather Coach handbag",
                    "photo 2: front is prominently printed Drew Estate Natural cigar branding and cigar dimensions",
                    "photo 5: side view shows wood construction and a rectangular box profile",
                    "photo 1: hardware is bright silver-tone and the clasp is a generic box latch, not a vintage Coach turnlock",
                    "photo 1: no Coach wordmark, horse-and-carriage, creed patch, or leather hangtag is visible"
                ],
                "missing_information": [
                    "photo 1: interior view is not provided, so lining or any added interior label cannot be assessed",
                    "photo 1: bottom and rear views are not provided"
                ],
                "authenticity_concerns": [
                    "photo 1: construction and prominent Drew Estate branding are inconsistent with Coach handbag construction",
                    "photo 1: clear plastic handle and rigid cigar-box body are strong lookalike\/non-Coach indicators"
                ],
                "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: bright silver-tone metal box clasp, corner fittings, and clear plastic handle mounts; no Coach-stamped hardware visible",
                    "leather_description": "photo 1: painted\/finished wooden cigar box; no leather body or trim visible",
                    "lining_description": "not_visible",
                    "strap_construction": "photo 1: rigid clear plastic top handle attached with metal brackets; no leather shoulder strap visible",
                    "stitching_description": "photo 1: no handbag stitching visible; box panels are joined as rigid wood components"
                },
                "possible_model_reasoning": [
                    "photo 1: no Coach model is plausible; the seller title identifies a Drew Estate Natural cigar-box purse, and the visible construction supports that description",
                    "photo 1: condition appears Good\/Fair for a decorative novelty purse because the painted wood has extensive scuffing, abrasion, and finish loss; clasp and handle appear present"
                ],
                "confidence": 0.96,
                "recommended_max_bid": 10,
                "estimated_resale_low": 5,
                "estimated_resale_high": 30
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.97,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 25,
                "estimated_resale_low": 10,
                "image_quality_score": 0.75,
                "is_handbag_probability": 0.65,
                "missing_information": [
                    "interior not shown, but irrelevant to Coach determination",
                    "bottom and back views not shown"
                ],
                "negative_evidence": [
                    "photo 1: rigid wooden box body, not leather handbag construction",
                    "photo 1, photo 2: branded NATURAL drew estate gourmet cigars, not Coach branding",
                    "photo 1: clear plastic arch handle with silver-tone box hardware, never used by Coach",
                    "photo 4: silver-tone trunk-style latch closure, not Coach turnlock geometry",
                    "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag visible"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone box latch \/ hasp closure and handle brackets; clear plastic handle",
                    "leather_description": "no leather visible; stained \/ printed wooden cigar box",
                    "lining_description": "not_visible",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "not_visible - no stitched leather construction",
                    "strap_construction": "rigid clear plastic top handle attached with metal brackets, not a leather shoulder strap",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a Coach silhouette, material, or hardware type; Coach never made wooden cigar-box purses with plastic handles",
                    "Visible Drew Estate cigar branding accounts for entire object; no Coach identifier in any of 6 photos",
                    "Condition: Good to Very Good as novelty item; surface scuffing \/ distressed finish appears intentional (photo 2, photo 5)"
                ],
                "possible_models": [],
                "recommended_max_bid": 8,
                "seller_misidentification_probability": 0.01,
                "vintage_probability": 0.02
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 33094,
            "output_tokens": 539,
            "total_tokens": 33633,
            "estimated_cost_usd": 0.014531
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 35565,
            "output_tokens": 953,
            "total_tokens": 36518,
            "estimated_cost_usd": 0.007875
        }
    ]
}