Vintage Coach Hunter

{
    "is_handbag_probability": 0.065,
    "coach_probability": 0.02,
    "vintage_probability": 0.01,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.76,
    "seller_misidentification_probability": 0.03,
    "confidence": 0.905,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 17.5,
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: item is a small zippered coin purse\/wallet rather than a Coach handbag and has a generic metal bee decoration.",
        "photo 2: promotional size image shows a compact rectangular pouch with two zipper compartments, not a recognizable vintage Coach model.",
        "photo 3: interior shows two zipper compartments and a dark synthetic-looking lining; no Coach creed or style number is visible.",
        "photo 4: product-detail image shows generic silver-tone zipper hardware and a bee ornament, with no Coach wordmark or horse-and-carriage.",
        "photo 5: gift-box image shows branding reading \"imeetu,\" not Coach.",
        "listing text: seller identifies the item as unbranded and describes it as a new boxed gift product.",
        "photo 1,2,4: small 4.5x3in double-zip coin purse silhouette with no Coach catalog match",
        "photo 1,2,4: metal bee applique decoration - not a Coach motif or hardware",
        "photo 4: silver-tone double zippers with generic pulls, no brass, no Talon\/YKK Coach-era hardware",
        "photo 5: gift box branded 'imeetu' - mass-produced modern fast-fashion branding",
        "photo 3,4: fabric lining and modern pebbled finish inconsistent with vintage unlined glove-tanned Coach",
        "photo 1-5: no COACH wordmark, no horse-and-carriage, no creed patch, no leather hangtag visible",
        "listing text: new in box, 'Bee Style', 'A-Red' mass-produced variant language"
    ],
    "missing_information": [
        "photo 1-5: no straight-on interior creed\/tag close-up is provided, though the visible construction and packaging are strongly inconsistent with vintage Coach.",
        "photo 1-5: no close-up of any underside or zipper-pull branding is provided.",
        "seller-stated material is not independently verifiable from the promotional photos.",
        "No creed patch or interior brand stamp shown - request interior empty views if authentication needed",
        "No hardware brand stamps shown",
        "No Made-in tag shown",
        "All photos appear to be catalog\/stock renders, not photos of actual item for sale"
    ],
    "authenticity_concerns": [
        "photo 5: visible \"imeetu\" branding indicates a different modern brand rather than Coach.",
        "photo 1 and photo 4: bee ornament, silver-tone hardware, dual zip compartments, and pebble-textured body are generic modern construction cues, not vintage Coach identifiers.",
        "photo 1-5: no Coach creed, serial\/style number, wordmark, or recognizable Coach hardware is visible."
    ],
    "possible_model_reasoning": [
        "No Coach model is plausible: the item is a small dual-zip coin purse with a prominent bee ornament and visible non-Coach branding.",
        "Era: modern (2000s+), non-Coach, based on new gift-box presentation, promotional product photography, silver-tone zipper hardware, and contemporary multi-compartment design.",
        "Condition: New\/NWT as presented in promotional photos, though actual condition cannot be independently verified from stock-style images.",
        "Not a Coach silhouette: double-zip 4.5x3.0x1.6in coin purse with bee applique has no match in Classic or modern Coach catalog",
        "No hard identifiers: no creed, no serial, no wordmark, no hangtag, no brass turnlock in any of 5 photos",
        "Construction is modern mass-market: silver zippers, fabric lining, gift-boxed new product with 'imeetu' brand",
        "Condition: New (catalog renders show unmarked material, new hardware, boxed); actual used condition unknown as photos are stock"
    ],
    "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 1-4: silver-tone zipper sliders and pulls with a decorative metal bee; no Coach engraving is visible.",
        "leather_description": "photo 1-4: red and black pebbled material presented as leather by the seller; the promotional images do not establish whether it is genuine leather or synthetic.",
        "lining_description": "photo 3: dark lining is visible inside the two zippered compartments; exact material is not visible.",
        "strap_construction": "no strap present - small handheld coin purse\/wallet, not_visible for handbag strap assessment",
        "stitching_description": "photo 1-4: perimeter stitching appears even in the promotional images, but fine construction details are not sufficiently shown."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0006,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.08,
                "coach_probability": 0.02,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.82,
                "seller_misidentification_probability": 0.04,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [],
                "negative_evidence": [
                    "photo 1: item is a small zippered coin purse\/wallet rather than a Coach handbag and has a generic metal bee decoration.",
                    "photo 2: promotional size image shows a compact rectangular pouch with two zipper compartments, not a recognizable vintage Coach model.",
                    "photo 3: interior shows two zipper compartments and a dark synthetic-looking lining; no Coach creed or style number is visible.",
                    "photo 4: product-detail image shows generic silver-tone zipper hardware and a bee ornament, with no Coach wordmark or horse-and-carriage.",
                    "photo 5: gift-box image shows branding reading \"imeetu,\" not Coach.",
                    "listing text: seller identifies the item as unbranded and describes it as a new boxed gift product."
                ],
                "missing_information": [
                    "photo 1-5: no straight-on interior creed\/tag close-up is provided, though the visible construction and packaging are strongly inconsistent with vintage Coach.",
                    "photo 1-5: no close-up of any underside or zipper-pull branding is provided.",
                    "seller-stated material is not independently verifiable from the promotional photos."
                ],
                "authenticity_concerns": [
                    "photo 5: visible \"imeetu\" branding indicates a different modern brand rather than Coach.",
                    "photo 1 and photo 4: bee ornament, silver-tone hardware, dual zip compartments, and pebble-textured body are generic modern construction cues, not vintage Coach identifiers.",
                    "photo 1-5: no Coach creed, serial\/style number, wordmark, or recognizable Coach hardware is visible."
                ],
                "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 1-4: silver-tone zipper sliders and pulls with a decorative metal bee; no Coach engraving is visible.",
                    "leather_description": "photo 1-4: red and black pebbled material presented as leather by the seller; the promotional images do not establish whether it is genuine leather or synthetic.",
                    "lining_description": "photo 3: dark lining is visible inside the two zippered compartments; exact material is not visible.",
                    "strap_construction": "not_visible",
                    "stitching_description": "photo 1-4: perimeter stitching appears even in the promotional images, but fine construction details are not sufficiently shown."
                },
                "possible_model_reasoning": [
                    "No Coach model is plausible: the item is a small dual-zip coin purse with a prominent bee ornament and visible non-Coach branding.",
                    "Era: modern (2000s+), non-Coach, based on new gift-box presentation, promotional product photography, silver-tone zipper hardware, and contemporary multi-compartment design.",
                    "Condition: New\/NWT as presented in promotional photos, though actual condition cannot be independently verified from stock-style images."
                ],
                "confidence": 0.91,
                "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": 0.02,
                "coach_probability": 0.02,
                "confidence": 0.9,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.7,
                "is_handbag_probability": 0.05,
                "missing_information": [
                    "No creed patch or interior brand stamp shown - request interior empty views if authentication needed",
                    "No hardware brand stamps shown",
                    "No Made-in tag shown",
                    "All photos appear to be catalog\/stock renders, not photos of actual item for sale"
                ],
                "negative_evidence": [
                    "photo 1,2,4: small 4.5x3in double-zip coin purse silhouette with no Coach catalog match",
                    "photo 1,2,4: metal bee applique decoration - not a Coach motif or hardware",
                    "photo 4: silver-tone double zippers with generic pulls, no brass, no Talon\/YKK Coach-era hardware",
                    "photo 5: gift box branded 'imeetu' - mass-produced modern fast-fashion branding",
                    "photo 3,4: fabric lining and modern pebbled finish inconsistent with vintage unlined glove-tanned Coach",
                    "photo 1-5: no COACH wordmark, no horse-and-carriage, no creed patch, no leather hangtag visible",
                    "listing text: new in box, 'Bee Style', 'A-Red' mass-produced variant language"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone double zip closures with generic flat pull tabs; bee-shaped metal applique on front; no turnlock, no brass, no Coach engraving visible",
                    "leather_description": "red and black pebbled-grain material described by seller as leather; grain looks embossed\/pebbled modern, not vintage glove-tanned cowhide",
                    "lining_description": "dark fabric lining visible in photo 3 open view; not unlined suede",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "edge stitching visible around zip panels, appears even but catalog-render resolution; no detailed stress-point view",
                    "strap_construction": "no strap present - small handheld coin purse\/wallet, not_visible for handbag strap assessment",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a Coach silhouette: double-zip 4.5x3.0x1.6in coin purse with bee applique has no match in Classic or modern Coach catalog",
                    "No hard identifiers: no creed, no serial, no wordmark, no hangtag, no brass turnlock in any of 5 photos",
                    "Construction is modern mass-market: silver zippers, fabric lining, gift-boxed new product with 'imeetu' brand",
                    "Condition: New (catalog renders show unmarked material, new hardware, boxed); actual used condition unknown as photos are stock"
                ],
                "possible_models": [],
                "recommended_max_bid": 5,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.01
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17809,
            "output_tokens": 761,
            "total_tokens": 18570,
            "estimated_cost_usd": 0.00895
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 18320,
            "output_tokens": 1260,
            "total_tokens": 19580,
            "estimated_cost_usd": 0.004672
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}