Vintage Coach Hunter

{
    "is_handbag_probability": 0.115,
    "coach_probability": 0.025,
    "vintage_probability": 0.275,
    "authenticity_confidence": 0.03,
    "image_quality_score": 0.585,
    "seller_misidentification_probability": 0.03,
    "confidence": 0.69,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 17.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: small leather coin-pouch or wallet form with a floral textile flap is clearly visible.",
        "photo 2: leather body and metal snap closure are visible."
    ],
    "negative_evidence": [
        "photo 1: no visible COACH wordmark, horse-and-carriage, hangtag, or creed patch.",
        "photo 2: interior shows plain dark fabric and no visible Coach identifier.",
        "photo 3: reverse is plain leather with no visible branding.",
        "photo 4: hardware is a snap closure, not a recognizable vintage Coach turnlock.",
        "photo 5: floral textile flap and compact coin-pouch construction do not match the listed classic vintage Coach handbag silhouettes.",
        "photo 1: floral fabric top panel is not a Coach glove-tanned, Signature C, or known Coach material",
        "photo 2: silver-tone snap closure, not solid brass turnlock or Coach vintage hardware",
        "photo 1-4: no COACH wordmark, horse-and-carriage, creed patch, or hangtag visible",
        "photo 2-3: object is a small snap coin pouch\/wallet, not a handbag silhouette from Coach catalog",
        "photo 3: plain tan smooth material with edge wear, no glove-tanned grain or patina"
    ],
    "missing_information": [
        "photo 2: a closer, fully illuminated view of all interior seams and pockets could confirm whether a small label or stamp is hidden.",
        "photo 1: seller-stated dimensions and material details are not provided.",
        "photo 3: close-up views of any edge, zipper, or hardware markings are absent.",
        "No creed patch or brand stamp shown - request close-up of any interior markings",
        "No dimensions or scale provided",
        "No view of interior compartments beyond snap opening"
    ],
    "authenticity_concerns": [
        "photo 1: the floral textile flap and plain construction provide no Coach-specific evidence and are more consistent with an unbranded accessory.",
        "photo 2: no creed or serial is visible; this is not a contradiction for a small non-Coach item, but it prevents any Coach attribution."
    ],
    "possible_model_reasoning": [
        "The item appears to be a small coin pouch or wallet rather than a full handbag, based on its compact folded construction and snap closure in photos 1-2.",
        "No Coach model is a reasonable match because there is no Coach identifier and the floral flap\/compact wallet design is generic.",
        "Condition appears Good: visible wear and light marks on the interior (photo 2), edge wear or discoloration along lower edges (photos 3-5), and otherwise intact-looking construction; odor, hidden damage, and snap function are unknown.",
        "Not a handbag - small bifold snap coin pouch, so no Coach handbag model applies",
        "No hard identifiers (creed, serial, wordmark, brass turnlock, hangtag) to support any Coach style",
        "Materials (floral fabric + tan smooth body + silver snap) inconsistent with vintage Coach glove-tanned classics",
        "Condition: Good to Very Good; edge wear visible on tan material in photo 3, interior shows light spotting in photo 2"
    ],
    "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 2: small metal snap closure visible; no brand engraving legible.",
        "leather_description": "photos 1-5: tan\/brown leather or leather-like exterior with a smooth-to-finely pebbled finish; material cannot be confirmed from photos.",
        "lining_description": "photo 2: dark fabric interior visible, with light marks or lint; no label visible.",
        "strap_construction": "not_visible - no strap; small wallet\/coin pouch form",
        "stitching_description": "photos 1-5: perimeter stitching and folded leather construction are visible; detail is limited and no distinctive Coach construction can be established."
    },
    "ensemble_agreement": "MEDIUM",
    "ensemble_variance": 0.0105,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.18,
                "coach_probability": 0.03,
                "vintage_probability": 0.35,
                "authenticity_confidence": 0.03,
                "image_quality_score": 0.82,
                "seller_misidentification_probability": 0.03,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: small leather coin-pouch or wallet form with a floral textile flap is clearly visible.",
                    "photo 2: leather body and metal snap closure are visible."
                ],
                "negative_evidence": [
                    "photo 1: no visible COACH wordmark, horse-and-carriage, hangtag, or creed patch.",
                    "photo 2: interior shows plain dark fabric and no visible Coach identifier.",
                    "photo 3: reverse is plain leather with no visible branding.",
                    "photo 4: hardware is a snap closure, not a recognizable vintage Coach turnlock.",
                    "photo 5: floral textile flap and compact coin-pouch construction do not match the listed classic vintage Coach handbag silhouettes."
                ],
                "missing_information": [
                    "photo 2: a closer, fully illuminated view of all interior seams and pockets could confirm whether a small label or stamp is hidden.",
                    "photo 1: seller-stated dimensions and material details are not provided.",
                    "photo 3: close-up views of any edge, zipper, or hardware markings are absent."
                ],
                "authenticity_concerns": [
                    "photo 1: the floral textile flap and plain construction provide no Coach-specific evidence and are more consistent with an unbranded accessory.",
                    "photo 2: no creed or serial is visible; this is not a contradiction for a small non-Coach item, but it prevents any Coach attribution."
                ],
                "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 2: small metal snap closure visible; no brand engraving legible.",
                    "leather_description": "photos 1-5: tan\/brown leather or leather-like exterior with a smooth-to-finely pebbled finish; material cannot be confirmed from photos.",
                    "lining_description": "photo 2: dark fabric interior visible, with light marks or lint; no label visible.",
                    "strap_construction": "not_visible",
                    "stitching_description": "photos 1-5: perimeter stitching and folded leather construction are visible; detail is limited and no distinctive Coach construction can be established."
                },
                "possible_model_reasoning": [
                    "The item appears to be a small coin pouch or wallet rather than a full handbag, based on its compact folded construction and snap closure in photos 1-2.",
                    "No Coach model is a reasonable match because there is no Coach identifier and the floral flap\/compact wallet design is generic.",
                    "Condition appears Good: visible wear and light marks on the interior (photo 2), edge wear or discoloration along lower edges (photos 3-5), and otherwise intact-looking construction; odor, hidden damage, and snap function are unknown."
                ],
                "confidence": 0.78,
                "recommended_max_bid": 5,
                "estimated_resale_low": 5,
                "estimated_resale_high": 20
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.03,
                "coach_probability": 0.02,
                "confidence": 0.6,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.35,
                "is_handbag_probability": 0.05,
                "missing_information": [
                    "No creed patch or brand stamp shown - request close-up of any interior markings",
                    "No dimensions or scale provided",
                    "No view of interior compartments beyond snap opening"
                ],
                "negative_evidence": [
                    "photo 1: floral fabric top panel is not a Coach glove-tanned, Signature C, or known Coach material",
                    "photo 2: silver-tone snap closure, not solid brass turnlock or Coach vintage hardware",
                    "photo 1-4: no COACH wordmark, horse-and-carriage, creed patch, or hangtag visible",
                    "photo 2-3: object is a small snap coin pouch\/wallet, not a handbag silhouette from Coach catalog",
                    "photo 3: plain tan smooth material with edge wear, no glove-tanned grain or patina"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone snap button closure; photo 2 shows star-letter marking around snap, not brass turnlock",
                    "leather_description": "tan smooth leather-like material on body and gussets; floral woven fabric on flap exterior in red\/black\/beige",
                    "lining_description": "dark black fabric interior visible in photo 2",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "not_visible - stitching not legible in dark photos",
                    "strap_construction": "not_visible - no strap; small wallet\/coin pouch form",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a handbag - small bifold snap coin pouch, so no Coach handbag model applies",
                    "No hard identifiers (creed, serial, wordmark, brass turnlock, hangtag) to support any Coach style",
                    "Materials (floral fabric + tan smooth body + silver snap) inconsistent with vintage Coach glove-tanned classics",
                    "Condition: Good to Very Good; edge wear visible on tan material in photo 3, interior shows light spotting in photo 2"
                ],
                "possible_models": [],
                "recommended_max_bid": 5,
                "seller_misidentification_probability": 0.03,
                "vintage_probability": 0.2
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 27091,
            "output_tokens": 726,
            "total_tokens": 27817,
            "estimated_cost_usd": 0.012579
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 28832,
            "output_tokens": 1177,
            "total_tokens": 30009,
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}