Vintage Coach Hunter

{
    "is_handbag_probability": 0.115,
    "coach_probability": 0.02,
    "vintage_probability": 0.325,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.805,
    "seller_misidentification_probability": 0.03,
    "confidence": 0.9,
    "recommended_max_bid": 4.5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 17.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Small leather coin-purse form is visible, but no Coach-specific identifier is present.",
        "photo 4: The item has a zipper closure and leather-like exterior construction."
    ],
    "negative_evidence": [
        "photo 1: The visible design is a novelty foot-shaped coin purse rather than a recognizable Coach handbag or catalog small-leather-good style.",
        "photo 1: No COACH wordmark, horse-and-carriage, creed patch, or Coach hangtag is visible.",
        "photo 2: Decorative hand-lacing around the perimeter and colorful floral foot decoration are not characteristic evidence of Coach manufacture.",
        "photo 4: Interior appears fabric-lined with a patterned or textured synthetic-looking lining, with no Coach label visible.",
        "listing text: Seller describes it as made in the Philippines; this is seller-stated and is not independently visible in the photos.",
        "photo 1: foot-shaped novelty coin purse silhouette with embossed footprint and PHILIPPINES text, never a Coach catalog shape",
        "photo 1, photo 2: no COACH wordmark, no horse-and-carriage, no creed patch, no hangtag visible",
        "photo 2: hand-painted flowers and laced\/whip-stitched edge construction inconsistent with vintage Coach glove-tanned construction",
        "photo 4: unlined thin leather interior with center seam and small coil zipper, no creed patch"
    ],
    "missing_information": [
        "Straight-on photo of the entire interior, including all seams and labels.",
        "Close-up of any exterior or interior maker mark, tag, or zipper-pull stamp.",
        "Bottom, back, and side views to check for additional branding."
    ],
    "authenticity_concerns": [
        "No Coach identifier is visible, and the novelty design and construction are more consistent with a generic souvenir or artisan coin purse than Coach.",
        "The seller-stated Philippines origin is not visibly confirmed and provides no support for Coach attribution."
    ],
    "possible_model_reasoning": [
        "No Coach model is appropriate: this is a small novelty coin purse, not a recognizable Coach handbag silhouette or documented Coach style.",
        "Condition appears Very Good to Excellent from the visible surfaces, with some edge\/finish wear and no obvious major damage; the exterior is shown well but overall condition remains limited by incomplete views.",
        "No Coach model matches a foot-shaped zip coin purse; Coach small goods are rectangular pouches\/wallets with cartouche or creed, not novelty souvenir shapes",
        "Seller text states Made in the Philippines souvenir; Philippines is not a vintage Coach glove-tanned origin, and embossed PHILIPPINES souvenir marking is inconsistent with Coach",
        "Condition: Excellent to Like New for a novelty item; leather intact, paint intact, zipper appears working, interior clean in photo 4"
    ],
    "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: Small metal zipper hardware and zipper pull are visible; no branding is legible.",
        "leather_description": "photo 1: Light-colored leather or leather-like exterior with brown applied foot-shaped leather decoration; exact material cannot be confirmed.",
        "lining_description": "photo 4: Brown textured-looking interior lining is visible; material and branding are not identifiable.",
        "strap_construction": "not_visible - no strap or handle, coin purse only",
        "stitching_description": "photos 1-3: Perimeter stitching is visible along with contrasting hand-laced edging; stitching appears generally even in the photographed areas."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0007,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.08,
                "coach_probability": 0.02,
                "vintage_probability": 0.35,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.86,
                "seller_misidentification_probability": 0.03,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: Small leather coin-purse form is visible, but no Coach-specific identifier is present.",
                    "photo 4: The item has a zipper closure and leather-like exterior construction."
                ],
                "negative_evidence": [
                    "photo 1: The visible design is a novelty foot-shaped coin purse rather than a recognizable Coach handbag or catalog small-leather-good style.",
                    "photo 1: No COACH wordmark, horse-and-carriage, creed patch, or Coach hangtag is visible.",
                    "photo 2: Decorative hand-lacing around the perimeter and colorful floral foot decoration are not characteristic evidence of Coach manufacture.",
                    "photo 4: Interior appears fabric-lined with a patterned or textured synthetic-looking lining, with no Coach label visible.",
                    "listing text: Seller describes it as made in the Philippines; this is seller-stated and is not independently visible in the photos."
                ],
                "missing_information": [
                    "Straight-on photo of the entire interior, including all seams and labels.",
                    "Close-up of any exterior or interior maker mark, tag, or zipper-pull stamp.",
                    "Bottom, back, and side views to check for additional branding."
                ],
                "authenticity_concerns": [
                    "No Coach identifier is visible, and the novelty design and construction are more consistent with a generic souvenir or artisan coin purse than Coach.",
                    "The seller-stated Philippines origin is not visibly confirmed and provides no support for 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 1: Small metal zipper hardware and zipper pull are visible; no branding is legible.",
                    "leather_description": "photo 1: Light-colored leather or leather-like exterior with brown applied foot-shaped leather decoration; exact material cannot be confirmed.",
                    "lining_description": "photo 4: Brown textured-looking interior lining is visible; material and branding are not identifiable.",
                    "strap_construction": "not_visible",
                    "stitching_description": "photos 1-3: Perimeter stitching is visible along with contrasting hand-laced edging; stitching appears generally even in the photographed areas."
                },
                "possible_model_reasoning": [
                    "No Coach model is appropriate: this is a small novelty coin purse, not a recognizable Coach handbag silhouette or documented Coach style.",
                    "Condition appears Very Good to Excellent from the visible surfaces, with some edge\/finish wear and no obvious major damage; the exterior is shown well but overall condition remains limited by incomplete views."
                ],
                "confidence": 0.9,
                "recommended_max_bid": 4,
                "estimated_resale_low": 5,
                "estimated_resale_high": 20
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.02,
                "coach_probability": 0.02,
                "confidence": 0.9,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.75,
                "is_handbag_probability": 0.15,
                "missing_information": [],
                "negative_evidence": [
                    "photo 1: foot-shaped novelty coin purse silhouette with embossed footprint and PHILIPPINES text, never a Coach catalog shape",
                    "photo 1, photo 2: no COACH wordmark, no horse-and-carriage, no creed patch, no hangtag visible",
                    "photo 2: hand-painted flowers and laced\/whip-stitched edge construction inconsistent with vintage Coach glove-tanned construction",
                    "photo 4: unlined thin leather interior with center seam and small coil zipper, no creed patch"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "small copper-tone coil zipper around perimeter, unbranded pull; photo 4",
                    "leather_description": "thin tooled leather in two-tone tan, embossed footprint design with painted yellow-green flowers on one face, photo 1 and photo 2",
                    "lining_description": "unlined - raw leather interior visible in photo 4, no fabric lining",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "perimeter machine stitch plus outer laced whip-stitch edge, photo 1 and photo 2",
                    "strap_construction": "not_visible - no strap or handle, coin purse only",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "No Coach model matches a foot-shaped zip coin purse; Coach small goods are rectangular pouches\/wallets with cartouche or creed, not novelty souvenir shapes",
                    "Seller text states Made in the Philippines souvenir; Philippines is not a vintage Coach glove-tanned origin, and embossed PHILIPPINES souvenir marking is inconsistent with Coach",
                    "Condition: Excellent to Like New for a novelty item; leather intact, paint intact, zipper appears working, interior clean in photo 4"
                ],
                "possible_models": [],
                "recommended_max_bid": 5,
                "seller_misidentification_probability": 0.03,
                "vintage_probability": 0.3
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 16851,
            "output_tokens": 731,
            "total_tokens": 17582,
            "estimated_cost_usd": 0.008495
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 17167,
            "output_tokens": 1197,
            "total_tokens": 18364,
            "estimated_cost_usd": 0.004391
        }
    ]
}