Vintage Coach Hunter

{
    "is_handbag_probability": 0.915,
    "coach_probability": 0.01,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.885,
    "seller_misidentification_probability": 0.025,
    "confidence": 0.955,
    "recommended_max_bid": 13.5,
    "estimated_resale_low": 15,
    "estimated_resale_high": 45,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: clearly presented as a small shoulder purse with a chain strap and rigid rectangular body",
        "photo 2: interior is visibly a wooden cigar-box compartment with a hinged lid",
        "photo 1: front artwork visibly reads \u201cCRAZY ALICE\u201d and includes cigar-themed imagery"
    ],
    "negative_evidence": [
        "photo 1: no COACH wordmark, horse-and-carriage logo, creed patch, or Coach hangtag is visible",
        "photo 2: interior is unfinished\/finished wood rather than a Coach leather or fabric lining",
        "photo 3: rigid wooden cigar-box construction is not a recognizable Coach handbag construction",
        "photo 4: decorative clasp and bright chain hardware do not match the construction of vintage Coach classics",
        "listing text: seller identifies it as a Drew Estate Crazy Alice wooden cigar box purse, not Coach",
        "photo 1: rigid wooden box body with printed CRAZY ALICE graphics, not glove-tanned leather",
        "photo 2: wood interior with no creed patch, no leather lining",
        "photo 3,4,6: no COACH wordmark, no horse-and-carriage, no hangtag, no turnlock",
        "photo 5: box hardware is small brass-tone hinges and decorative hasp clasp, not Coach solid-brass turnlock geometry",
        "photo 1-6: gold-tone curb chain strap, not Coach leather strap with brass dogleash clips"
    ],
    "missing_information": [
        "photo 2: no close-up of the clasp or chain attachment points",
        "photo 2: no dimensions or scale information beyond the hand visible in photo 5",
        "photo 2: no underside or bottom construction close-up",
        "No Coach-specific views needed; object is conclusively not Coach leather goods"
    ],
    "authenticity_concerns": [
        "photo 1: cigar-box branding and wooden construction are inconsistent with Coach leather handbag production",
        "photo 2: the visible interior has no Coach identifiers and is inconsistent with a Coach creed-bearing leather bag"
    ],
    "possible_model_reasoning": [
        "The item is a handmade or repurposed wooden cigar-box purse, not a Coach model; its rigid box form, cigar branding, hinges, and chain strap are incompatible with the listed vintage Coach silhouettes.",
        "The listing's stated Drew Estate and Crazy Alice identification is consistent with the visible artwork and cigar-box construction, while no Coach identifier is visible.",
        "Condition appears Good: visible scuffs and finish wear on the wooden exterior (photos 3-6); hinges, clasp, and chain appear present, but function is not verified.",
        "Wooden Drew Estate Crazy Alice cigar box converted to chain-strap purse does not match any Coach catalog silhouette, material, or construction method",
        "Coach never made wooden box bags; all vintage Coach classics are glove-tanned leather with creed patch and brass turnlock, none present here",
        "Condition: Good to Very Good as craft\/conversion; wood shows light edge wear in photo 5, hardware bright, interior used for carry"
    ],
    "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": "Bright gold-tone chain strap, side clips, two top hinges, and a decorative front box clasp are visible; no Coach engraving is visible.",
        "leather_description": "Wooden cigar-box body with dark reddish-brown finish; no leather body is visible.",
        "lining_description": "Wooden interior compartment; no textile or leather lining is visible.",
        "strap_construction": "Long gold-tone metal chain attached at the sides with metal clips.",
        "stitching_description": "No stitched construction is visible; the body appears assembled as a wooden box."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0008,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.01,
                "vintage_probability": 0.03,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.92,
                "seller_misidentification_probability": 0.03,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: clearly presented as a small shoulder purse with a chain strap and rigid rectangular body",
                    "photo 2: interior is visibly a wooden cigar-box compartment with a hinged lid",
                    "photo 1: front artwork visibly reads \u201cCRAZY ALICE\u201d and includes cigar-themed imagery"
                ],
                "negative_evidence": [
                    "photo 1: no COACH wordmark, horse-and-carriage logo, creed patch, or Coach hangtag is visible",
                    "photo 2: interior is unfinished\/finished wood rather than a Coach leather or fabric lining",
                    "photo 3: rigid wooden cigar-box construction is not a recognizable Coach handbag construction",
                    "photo 4: decorative clasp and bright chain hardware do not match the construction of vintage Coach classics",
                    "listing text: seller identifies it as a Drew Estate Crazy Alice wooden cigar box purse, not Coach"
                ],
                "missing_information": [
                    "photo 2: no close-up of the clasp or chain attachment points",
                    "photo 2: no dimensions or scale information beyond the hand visible in photo 5",
                    "photo 2: no underside or bottom construction close-up"
                ],
                "authenticity_concerns": [
                    "photo 1: cigar-box branding and wooden construction are inconsistent with Coach leather handbag production",
                    "photo 2: the visible interior has no Coach identifiers and is inconsistent with a Coach creed-bearing leather 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": "Bright gold-tone chain strap, side clips, two top hinges, and a decorative front box clasp are visible; no Coach engraving is visible.",
                    "leather_description": "Wooden cigar-box body with dark reddish-brown finish; no leather body is visible.",
                    "lining_description": "Wooden interior compartment; no textile or leather lining is visible.",
                    "strap_construction": "Long gold-tone metal chain attached at the sides with metal clips.",
                    "stitching_description": "No stitched construction is visible; the body appears assembled as a wooden box."
                },
                "possible_model_reasoning": [
                    "The item is a handmade or repurposed wooden cigar-box purse, not a Coach model; its rigid box form, cigar branding, hinges, and chain strap are incompatible with the listed vintage Coach silhouettes.",
                    "The listing's stated Drew Estate and Crazy Alice identification is consistent with the visible artwork and cigar-box construction, while no Coach identifier is visible.",
                    "Condition appears Good: visible scuffs and finish wear on the wooden exterior (photos 3-6); hinges, clasp, and chain appear present, but function is not verified."
                ],
                "confidence": 0.96,
                "recommended_max_bid": 15,
                "estimated_resale_low": 20,
                "estimated_resale_high": 60
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.95,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 30,
                "estimated_resale_low": 10,
                "image_quality_score": 0.85,
                "is_handbag_probability": 0.85,
                "missing_information": [
                    "No Coach-specific views needed; object is conclusively not Coach leather goods"
                ],
                "negative_evidence": [
                    "photo 1: rigid wooden box body with printed CRAZY ALICE graphics, not glove-tanned leather",
                    "photo 2: wood interior with no creed patch, no leather lining",
                    "photo 3,4,6: no COACH wordmark, no horse-and-carriage, no hangtag, no turnlock",
                    "photo 5: box hardware is small brass-tone hinges and decorative hasp clasp, not Coach solid-brass turnlock geometry",
                    "photo 1-6: gold-tone curb chain strap, not Coach leather strap with brass dogleash clips"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "gold-tone curb chain strap with lobster-type clips, small gold-tone box hinges and decorative front hasp clasp; bright plated, not vintage solid brass Coach hardware",
                    "leather_description": "no leather visible; stained\/varnished wood box body",
                    "lining_description": "dark, appears black fabric or paint inside box in photo 2; not unlined suede and not Coach lining",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "not_visible - wooden rigid construction, no stitching",
                    "strap_construction": "long gold-tone metal curb chain attached via side rings\/clips, not leather",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Wooden Drew Estate Crazy Alice cigar box converted to chain-strap purse does not match any Coach catalog silhouette, material, or construction method",
                    "Coach never made wooden box bags; all vintage Coach classics are glove-tanned leather with creed patch and brass turnlock, none present here",
                    "Condition: Good to Very Good as craft\/conversion; wood shows light edge wear in photo 5, hardware bright, interior used for carry"
                ],
                "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": 26462,
            "output_tokens": 745,
            "total_tokens": 27207,
            "estimated_cost_usd": 0.012373
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 27120,
            "output_tokens": 1292,
            "total_tokens": 28412,
            "estimated_cost_usd": 0.006458
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}