Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.01,
    "vintage_probability": 0.01,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.835,
    "seller_misidentification_probability": 0.025,
    "confidence": 0.93,
    "recommended_max_bid": 10,
    "estimated_resale_low": 10,
    "estimated_resale_high": 27.5,
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: exterior plaque clearly reads PADRE, not COACH, and includes a different brand emblem",
        "photo 1: body appears to be textured woven fabric with light synthetic-looking trim rather than vintage Coach glove-tanned leather",
        "photos 1-4: bright silver-tone hardware and contemporary structured construction are inconsistent with typical vintage Coach classics",
        "photo 2: fabric-lined compartmental construction and multiple modern zip sections are visible",
        "photo 5: white protective dust\/storage covering and plastic-wrapped handle suggest a modern, likely unused bag rather than a vintage Coach piece",
        "photo 1: PADRE GALLERY triangular logo plate on woven body, not Coach",
        "photo 2: zip-top interior with tan synthetic lining, no creed patch visible",
        "photo 3, photo 4: beige woven tote with faux-leather trim, silver-tone hardware, top handles still in plastic wrap",
        "photo 5: new-in dust-cover packaging, modern fast-fashion presentation"
    ],
    "missing_information": [
        "photo 2: no Coach creed patch or interior brand label is visible; request a clear photo of every interior label and pocket seam if further verification is desired",
        "photo 1: request close-ups of any zipper pulls, interior labels, and hardware markings",
        "No Coach creed or interior brand patch shown - not needed given explicit PADRE branding",
        "No bottom-corner wear views needed as bag is new in wrap"
    ],
    "authenticity_concerns": [
        "photo 1: the visible brand identifier is PADRE, making this a non-Coach lookalike or unrelated branded handbag rather than a Coach bag",
        "photo 1: triangular PADRE GALLERY plaque is the brand mark, not Coach wordmark or horse-and-carriage",
        "photo 2, 3, 4: synthetic woven textile with faux-leather trim and silver-tone hardware inconsistent with vintage Coach glove-tanned brass construction"
    ],
    "possible_model_reasoning": [
        "photo 1: PADRE plaque directly identifies the visible brand; no Coach model match is supported.",
        "photos 2-4: structured beige tote\/handbag silhouette with multiple zip compartments and detachable strap, consistent with a modern fashion handbag.",
        "Condition: Like New or New\/NWOT appearance; handles remain wrapped in protective plastic and no obvious wear is visible, although interior and odor cannot be assessed fully.",
        "Explicit PADRE branding excludes Coach manufacture; no Coach identifier in any photo",
        "Construction - woven synthetic body, faux-leather trim, fabric lining, nickel hardware - matches modern non-Coach tote, not any Coach catalog style",
        "Condition: New\/NWOT; plastic on handles (photo 4), dust cover (photo 5), no wear visible"
    ],
    "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: triangular silver-tone PADRE plaque; photos 2-4: silver-tone zippers, rings, snaps, and lobster clasps",
        "leather_description": "photos 1-4: beige textured woven\/fabric body with smooth light-colored trim; leather type not established",
        "lining_description": "photo 2: beige fabric-lined zip compartments are visible",
        "strap_construction": "photos 2-4: detachable adjustable shoulder strap with silver-tone lobster clasps, plus two top handles; handles are partially wrapped in plastic",
        "stitching_description": "photos 1-4: visible light-colored contrast stitching appears generally even; detailed stress-point inspection is limited"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0011,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.99,
                "coach_probability": 0.01,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.92,
                "seller_misidentification_probability": 0.03,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [],
                "negative_evidence": [
                    "photo 1: exterior plaque clearly reads PADRE, not COACH, and includes a different brand emblem",
                    "photo 1: body appears to be textured woven fabric with light synthetic-looking trim rather than vintage Coach glove-tanned leather",
                    "photos 1-4: bright silver-tone hardware and contemporary structured construction are inconsistent with typical vintage Coach classics",
                    "photo 2: fabric-lined compartmental construction and multiple modern zip sections are visible",
                    "photo 5: white protective dust\/storage covering and plastic-wrapped handle suggest a modern, likely unused bag rather than a vintage Coach piece"
                ],
                "missing_information": [
                    "photo 2: no Coach creed patch or interior brand label is visible; request a clear photo of every interior label and pocket seam if further verification is desired",
                    "photo 1: request close-ups of any zipper pulls, interior labels, and hardware markings"
                ],
                "authenticity_concerns": [
                    "photo 1: the visible brand identifier is PADRE, making this a non-Coach lookalike or unrelated branded handbag rather than a Coach bag"
                ],
                "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: triangular silver-tone PADRE plaque; photos 2-4: silver-tone zippers, rings, snaps, and lobster clasps",
                    "leather_description": "photos 1-4: beige textured woven\/fabric body with smooth light-colored trim; leather type not established",
                    "lining_description": "photo 2: beige fabric-lined zip compartments are visible",
                    "strap_construction": "photos 2-4: detachable adjustable shoulder strap with silver-tone lobster clasps, plus two top handles; handles are partially wrapped in plastic",
                    "stitching_description": "photos 1-4: visible light-colored contrast stitching appears generally even; detailed stress-point inspection is limited"
                },
                "possible_model_reasoning": [
                    "photo 1: PADRE plaque directly identifies the visible brand; no Coach model match is supported.",
                    "photos 2-4: structured beige tote\/handbag silhouette with multiple zip compartments and detachable strap, consistent with a modern fashion handbag.",
                    "Condition: Like New or New\/NWOT appearance; handles remain wrapped in protective plastic and no obvious wear is visible, although interior and odor cannot be assessed fully."
                ],
                "confidence": 0.94,
                "recommended_max_bid": 8,
                "estimated_resale_low": 10,
                "estimated_resale_high": 30
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [
                    "photo 1: triangular PADRE GALLERY plaque is the brand mark, not Coach wordmark or horse-and-carriage",
                    "photo 2, 3, 4: synthetic woven textile with faux-leather trim and silver-tone hardware inconsistent with vintage Coach glove-tanned brass construction"
                ],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.92,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 25,
                "estimated_resale_low": 10,
                "image_quality_score": 0.75,
                "is_handbag_probability": 0.99,
                "missing_information": [
                    "No Coach creed or interior brand patch shown - not needed given explicit PADRE branding",
                    "No bottom-corner wear views needed as bag is new in wrap"
                ],
                "negative_evidence": [
                    "photo 1: PADRE GALLERY triangular logo plate on woven body, not Coach",
                    "photo 2: zip-top interior with tan synthetic lining, no creed patch visible",
                    "photo 3, photo 4: beige woven tote with faux-leather trim, silver-tone hardware, top handles still in plastic wrap",
                    "photo 5: new-in dust-cover packaging, modern fast-fashion presentation"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone zipper, rivets and lobster-claw strap clips; thin plated appearance, not solid vintage brass",
                    "leather_description": "beige faux-leather trim with beige\/white woven textile body panels, not glove-tanned cowhide",
                    "lining_description": "tan smooth synthetic lining visible in photo 2, not unlined suede",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "contrasting light machine stitching around trim, visible in photos 1,3,4",
                    "strap_construction": "short rolled top handles plus detachable adjustable crossbody strap on metal clips",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Explicit PADRE branding excludes Coach manufacture; no Coach identifier in any photo",
                    "Construction - woven synthetic body, faux-leather trim, fabric lining, nickel hardware - matches modern non-Coach tote, not any Coach catalog style",
                    "Condition: New\/NWOT; plastic on handles (photo 4), dust cover (photo 5), no wear visible"
                ],
                "possible_models": [],
                "recommended_max_bid": 12,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.01
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17572,
            "output_tokens": 711,
            "total_tokens": 18283,
            "estimated_cost_usd": 0.008735
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 18079,
            "output_tokens": 1152,
            "total_tokens": 19231,
            "estimated_cost_usd": 0.004537
        }
    ]
}