Vintage Coach Hunter

{
    "is_handbag_probability": 0.14,
    "coach_probability": 0.01,
    "vintage_probability": 0.01,
    "authenticity_confidence": 0.01,
    "image_quality_score": 0.835,
    "seller_misidentification_probability": 0.035,
    "confidence": 0.955,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 17.5,
    "possible_models": [],
    "positive_evidence": [],
    "negative_evidence": [
        "photo 1: listing shows a new JetAway water-bottle sling and cable-organizer travel accessories, not a conventional leather handbag.",
        "photos 1-6: items are made from synthetic\/neoprene and textile materials with nylon mesh interiors and zipper closures, not vintage Coach glove-tanned leather.",
        "photos 1, 3-5: JetAway branding is visibly printed on the retail hang cards.",
        "photo 2: packaging identifies the material as waterproof jacquard fabric; photo 6 identifies the bottle sling material as 100% neoprene.",
        "photos 1-6: no Coach wordmark, horse-and-carriage, creed patch, or Coach-style leather construction is visible.",
        "photo 1: new retail JetAway WATER BOTTLE SLING BAG packaging, not Coach",
        "photo 4, photo 5: JetAway CABLE ORGANIZER packaging reading WORK HARD TRAVEL HARDER",
        "photo 6: back card states Material: 100% Neoprene, Made in China - synthetic, not glove-tanned leather",
        "photo 2: back card states Material: Waterproof Jacquard Fabric - synthetic",
        "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag, no brass turnlock visible"
    ],
    "missing_information": [
        "These appear to be travel accessories rather than a Coach handbag; no additional Coach-specific photos are likely relevant.",
        "If the seller intended to list another item, request clear photos of that item's front, interior, labels, hardware, and any creed patch.",
        "None needed for Coach ID - items are clearly branded new synthetic travel goods"
    ],
    "authenticity_concerns": [
        "photos 1-6: JetAway branding and synthetic travel-accessory construction are inconsistent with a vintage Coach handbag.",
        "photos 1-6: no Coach identifier is present; the items should not be treated as Coach based on this listing."
    ],
    "possible_model_reasoning": [
        "photos 1-6: no Coach model is applicable because the lot consists of JetAway travel accessories, including a water-bottle sling and cable organizer.",
        "Condition: New\/NWT; retail hang cards are attached and the items appear unused in the photos.",
        "Not a leather handbag - lot is a neoprene water-bottle holder and a fabric cable organizer, both new with JetAway cards",
        "Materials (neoprene, waterproof jacquard, polyester mesh) and branding exclude vintage Coach per triage rule",
        "No model match - no Coach silhouette, closure, or construction cues"
    ],
    "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 6: simple metal rings and zipper hardware on a neoprene bottle sling; no Coach hardware visible.",
        "leather_description": "photos 1-6: no leather visible; bottle sling is labeled 100% neoprene and organizer is textile\/jacquard fabric.",
        "lining_description": "photos 1 and 3: light synthetic\/mesh organizer interiors visible.",
        "strap_construction": "photo 1: adjustable strap is included with the bottle sling; detailed strap construction is not fully visible.",
        "stitching_description": "photos 1-6: visible machine stitching on synthetic fabric\/neoprene accessories; not vintage leather-bag construction."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0013,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.18,
                "coach_probability": 0.01,
                "vintage_probability": 0.01,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.92,
                "seller_misidentification_probability": 0.05,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [],
                "negative_evidence": [
                    "photo 1: listing shows a new JetAway water-bottle sling and cable-organizer travel accessories, not a conventional leather handbag.",
                    "photos 1-6: items are made from synthetic\/neoprene and textile materials with nylon mesh interiors and zipper closures, not vintage Coach glove-tanned leather.",
                    "photos 1, 3-5: JetAway branding is visibly printed on the retail hang cards.",
                    "photo 2: packaging identifies the material as waterproof jacquard fabric; photo 6 identifies the bottle sling material as 100% neoprene.",
                    "photos 1-6: no Coach wordmark, horse-and-carriage, creed patch, or Coach-style leather construction is visible."
                ],
                "missing_information": [
                    "These appear to be travel accessories rather than a Coach handbag; no additional Coach-specific photos are likely relevant.",
                    "If the seller intended to list another item, request clear photos of that item's front, interior, labels, hardware, and any creed patch."
                ],
                "authenticity_concerns": [
                    "photos 1-6: JetAway branding and synthetic travel-accessory construction are inconsistent with a vintage Coach handbag.",
                    "photos 1-6: no Coach identifier is present; the items should not be treated as Coach based on this listing."
                ],
                "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 6: simple metal rings and zipper hardware on a neoprene bottle sling; no Coach hardware visible.",
                    "leather_description": "photos 1-6: no leather visible; bottle sling is labeled 100% neoprene and organizer is textile\/jacquard fabric.",
                    "lining_description": "photos 1 and 3: light synthetic\/mesh organizer interiors visible.",
                    "strap_construction": "photo 1: adjustable strap is included with the bottle sling; detailed strap construction is not fully visible.",
                    "stitching_description": "photos 1-6: visible machine stitching on synthetic fabric\/neoprene accessories; not vintage leather-bag construction."
                },
                "possible_model_reasoning": [
                    "photos 1-6: no Coach model is applicable because the lot consists of JetAway travel accessories, including a water-bottle sling and cable organizer.",
                    "Condition: New\/NWT; retail hang cards are attached and the items appear unused in the photos."
                ],
                "confidence": 0.96,
                "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": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.95,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 15,
                "estimated_resale_low": 5,
                "image_quality_score": 0.75,
                "is_handbag_probability": 0.1,
                "missing_information": [
                    "None needed for Coach ID - items are clearly branded new synthetic travel goods"
                ],
                "negative_evidence": [
                    "photo 1: new retail JetAway WATER BOTTLE SLING BAG packaging, not Coach",
                    "photo 4, photo 5: JetAway CABLE ORGANIZER packaging reading WORK HARD TRAVEL HARDER",
                    "photo 6: back card states Material: 100% Neoprene, Made in China - synthetic, not glove-tanned leather",
                    "photo 2: back card states Material: Waterproof Jacquard Fabric - synthetic",
                    "photo 1-6: no creed patch, no COACH wordmark, no horse-and-carriage, no leather hangtag, no brass turnlock visible"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone D-ring and small clips on water bottle sling; light gray coil zippers on organizer; no brass, no turnlock",
                    "leather_description": "no leather visible - white neoprene sling body and woven jacquard fabric organizer, modern synthetic",
                    "lining_description": "photo 3: light gray polyester mesh slip pockets inside organizer",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "machine overlock stitching on neoprene, straight machine stitching on fabric organizer",
                    "strap_construction": "photo 1: white webbing adjustable strap with metal clips, detached",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "Not a leather handbag - lot is a neoprene water-bottle holder and a fabric cable organizer, both new with JetAway cards",
                    "Materials (neoprene, waterproof jacquard, polyester mesh) and branding exclude vintage Coach per triage rule",
                    "No model match - no Coach silhouette, closure, or construction cues"
                ],
                "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": 17711,
            "output_tokens": 611,
            "total_tokens": 18322,
            "estimated_cost_usd": 0.008551
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 18047,
            "output_tokens": 1197,
            "total_tokens": 19244,
            "estimated_cost_usd": 0.004567
        }
    ]
}