Vintage Coach Hunter

{
    "is_handbag_probability": 0.96,
    "coach_probability": 0.01,
    "vintage_probability": 0.14,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.75,
    "seller_misidentification_probability": 0.025,
    "confidence": 0.91,
    "recommended_max_bid": 8,
    "estimated_resale_low": 7.5,
    "estimated_resale_high": 22.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: clearly a small crossbody pouch with a zippered top and long shoulder strap",
        "photo 1: textile construction and decorative embroidered floral motifs are visible"
    ],
    "negative_evidence": [
        "photo 1: colorful woven textile and raised floral embroidery are inconsistent with typical Coach leather, coated canvas, or signature constructions",
        "photo 1: no Coach wordmark, horse-and-carriage, creed patch, or recognizable Coach hardware is visible",
        "photo 2: the visible front is entirely textile and embroidered, with no Coach branding",
        "photo 3: back is plaid woven textile, not Coach glove-tanned leather or a documented Coach signature pattern",
        "photo 4: long black cord-style strap and simple zipper construction do not match the cited vintage Coach classic models",
        "photo 6: approximate width is 8 inches, but the dimensions and silhouette do not establish a Coach model",
        "photo 1: body is colorful embroidered woven textile with floral beading, not glove-tanned leather",
        "photo 3: back is pink woven plaid textile, not leather",
        "photo 1,3,4: thin black cord crossbody strap, no brass hardware, no leather strap",
        "photo 1,3,6: top zip closure with black fabric tape, no turnlock",
        "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag visible"
    ],
    "missing_information": [
        "photo 1-6: interior view, including any sewn-in brand or country label",
        "photo 1-6: close-up of zipper pull and strap attachment hardware",
        "photo 1-6: bottom, side seams, and construction details",
        "seller-stated material, country of origin, and approximate age",
        "interior not shown so lining and any interior labels unknown",
        "zipper pull brand stamp not shown",
        "no creed close-up possible as no leather patch exists"
    ],
    "authenticity_concerns": [
        "photo 1-6: no Coach identifier or Coach-specific construction is visible; the item appears to be a Guatemalan-style textile artisan pouch rather than a Coach product"
    ],
    "possible_model_reasoning": [
        "photo 1-6: no plausible Coach model match; the pouch's embroidered Guatemalan\/huipil-style textile construction is outside the listed Coach model catalog",
        "photo 3: plaid woven back and embroidered floral front support an artisan textile crossbody interpretation rather than a Coach handbag",
        "Condition: approximately Good to Very Good from visible views; embroidery and textile appear intact, though interior, odor, lining, and strap wear are not shown",
        "Silhouette is small ~7 inch wide zip-top textile passport pouch with cord strap, not matching any Coach catalog style in section 4",
        "Materials - embroidered textile, woven huipil-type fabric, cord strap - are exclusionary for Coach per section 1 triage; coach_probability capped at 0.05",
        "No hard identifiers - no creed, no serial, no wordmark, no hangtag, no solid brass - so no era decode possible",
        "Condition: Good to Very Good for what it is; embroidery intact, textiles bright (photo 1,3), full functional assessment limited without interior"
    ],
    "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 and photo 3: black zipper and small strap attachment hardware are visible; no turnlock, Coach engraving, or leather hangtag is visible",
        "leather_description": "photo 1-6: no leather body is visible; body appears to be woven textile with raised thread embroidery and decorative woven elements",
        "lining_description": "not_visible",
        "strap_construction": "photo 1 and photo 4: long narrow black cord or textile strap attached at the upper sides; detailed attachment construction is partly obscured",
        "stitching_description": "photo 1-2 and photo 6: visible textile seams and decorative embroidery; stitching appears functional but detailed seam quality is not fully assessable"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0019,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.97,
                "coach_probability": 0.01,
                "vintage_probability": 0.25,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.78,
                "seller_misidentification_probability": 0.03,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: clearly a small crossbody pouch with a zippered top and long shoulder strap",
                    "photo 1: textile construction and decorative embroidered floral motifs are visible"
                ],
                "negative_evidence": [
                    "photo 1: colorful woven textile and raised floral embroidery are inconsistent with typical Coach leather, coated canvas, or signature constructions",
                    "photo 1: no Coach wordmark, horse-and-carriage, creed patch, or recognizable Coach hardware is visible",
                    "photo 2: the visible front is entirely textile and embroidered, with no Coach branding",
                    "photo 3: back is plaid woven textile, not Coach glove-tanned leather or a documented Coach signature pattern",
                    "photo 4: long black cord-style strap and simple zipper construction do not match the cited vintage Coach classic models",
                    "photo 6: approximate width is 8 inches, but the dimensions and silhouette do not establish a Coach model"
                ],
                "missing_information": [
                    "photo 1-6: interior view, including any sewn-in brand or country label",
                    "photo 1-6: close-up of zipper pull and strap attachment hardware",
                    "photo 1-6: bottom, side seams, and construction details",
                    "seller-stated material, country of origin, and approximate age"
                ],
                "authenticity_concerns": [
                    "photo 1-6: no Coach identifier or Coach-specific construction is visible; the item appears to be a Guatemalan-style textile artisan pouch rather than a Coach product"
                ],
                "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 and photo 3: black zipper and small strap attachment hardware are visible; no turnlock, Coach engraving, or leather hangtag is visible",
                    "leather_description": "photo 1-6: no leather body is visible; body appears to be woven textile with raised thread embroidery and decorative woven elements",
                    "lining_description": "not_visible",
                    "strap_construction": "photo 1 and photo 4: long narrow black cord or textile strap attached at the upper sides; detailed attachment construction is partly obscured",
                    "stitching_description": "photo 1-2 and photo 6: visible textile seams and decorative embroidery; stitching appears functional but detailed seam quality is not fully assessable"
                },
                "possible_model_reasoning": [
                    "photo 1-6: no plausible Coach model match; the pouch's embroidered Guatemalan\/huipil-style textile construction is outside the listed Coach model catalog",
                    "photo 3: plaid woven back and embroidered floral front support an artisan textile crossbody interpretation rather than a Coach handbag",
                    "Condition: approximately Good to Very Good from visible views; embroidery and textile appear intact, though interior, odor, lining, and strap wear are not shown"
                ],
                "confidence": 0.9,
                "recommended_max_bid": 8,
                "estimated_resale_low": 10,
                "estimated_resale_high": 30
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.92,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.72,
                "is_handbag_probability": 0.95,
                "missing_information": [
                    "interior not shown so lining and any interior labels unknown",
                    "zipper pull brand stamp not shown",
                    "no creed close-up possible as no leather patch exists"
                ],
                "negative_evidence": [
                    "photo 1: body is colorful embroidered woven textile with floral beading, not glove-tanned leather",
                    "photo 3: back is pink woven plaid textile, not leather",
                    "photo 1,3,4: thin black cord crossbody strap, no brass hardware, no leather strap",
                    "photo 1,3,6: top zip closure with black fabric tape, no turnlock",
                    "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": "black metal\/plastic zip top, thin black braided cord strap; no brass turnlock, buckles, D-rings or rivets visible",
                    "leather_description": "no leather visible; embroidered floral textile front and striped woven textile top band",
                    "lining_description": "not_visible",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "machine stitching at top band, embroidery as decoration; no leather edge stitching to assess",
                    "strap_construction": "thin black braided cord crossbody strap, non-adjustable, non-leather",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Silhouette is small ~7 inch wide zip-top textile passport pouch with cord strap, not matching any Coach catalog style in section 4",
                    "Materials - embroidered textile, woven huipil-type fabric, cord strap - are exclusionary for Coach per section 1 triage; coach_probability capped at 0.05",
                    "No hard identifiers - no creed, no serial, no wordmark, no hangtag, no solid brass - so no era decode possible",
                    "Condition: Good to Very Good for what it is; embroidery intact, textiles bright (photo 1,3), full functional assessment limited without interior"
                ],
                "possible_models": [],
                "recommended_max_bid": 8,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.03
            }
        }
    ],
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            "estimated_cost_usd": 0.015096
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            "model_name": "meta:muse-spark-1.3-contributor",
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}