Vintage Coach Hunter

{
    "is_handbag_probability": 0.57,
    "coach_probability": 0.02,
    "vintage_probability": 0.025,
    "authenticity_confidence": 0.02,
    "image_quality_score": 0.735,
    "seller_misidentification_probability": 0.025,
    "confidence": 0.915,
    "recommended_max_bid": 5,
    "estimated_resale_low": 5,
    "estimated_resale_high": 16,
    "possible_models": [],
    "positive_evidence": [
        "Photo 1: The item is a small zippered pouch suitable for coins or small accessories.",
        "Photo 1 and photo 3: The front has a woven Egyptian-themed tapestry depicting figures beneath the Aten sun disc and the word EGYPT.",
        "Photo 4: A zippered opening and textile interior are visible."
    ],
    "negative_evidence": [
        "Photo 1 and photo 3: No COACH wordmark, horse-and-carriage, creed patch, leather hangtag, or Coach-specific branding is visible.",
        "Photo 1, photo 2, and photo 5: The item is woven textile rather than Coach's characteristic leather or signature coated canvas.",
        "Photo 4: The interior appears to be synthetic\/textile lining, not an unlined glove-tanned leather interior.",
        "Photo 4 and photo 5: The zipper and construction appear generic and souvenir-oriented, with no visible Coach hardware markings.",
        "photo 1, photo 2, photo 3, photo 5: woven tapestry textile body with Egyptian Pharaonic motif and EGYPT lettering, not glove-tanned leather",
        "photo 4: thin white synthetic lining and simple zip pouch construction, no leather creed patch visible",
        "photo 5: souvenir zip pouch with fabric cord pull, no solid brass hardware, no turnlock, no hangtag, no COACH wordmark",
        "overall silhouette is 4x6.5 inch souvenir coin pouch, not any catalog Coach style"
    ],
    "missing_information": [
        "Photo of the reverse side and zipper pull close-up, although these are unlikely to change the non-Coach assessment.",
        "Any original provenance or manufacturing label, if present."
    ],
    "authenticity_concerns": [
        "The Egyptian souvenir design, woven textile construction, and generic zipper are inconsistent with the visible construction of vintage Coach handbags or small leather goods.",
        "No Coach identifier is visible in any provided photo."
    ],
    "possible_model_reasoning": [
        "The 4-inch-wide by approximately 6.5-inch-tall scale shown in photos 1 and 2 is consistent with a souvenir coin pouch, not a cataloged vintage Coach handbag model.",
        "The woven Egyptian imagery and printed\/woven EGYPT panel point to an unbranded tourist or artisanal pouch.",
        "Condition: Good to Very Good; the pouch appears intact, with visible fabric wear\/creasing and an interior that cannot be fully evaluated. It has no apparent Coach resale premium.",
        "No Coach model fits: material is woven tapestry souvenir fabric, not leather or signature canvas, with EGYPT tourist motif",
        "No creed, no serial, no wordmark, no hangtag, no brass hardware seen in any of 6 photos",
        "Condition: appears Excellent as listed with bright textile and clean interior in photo 4, but not gradable on Coach scale as non-Coach"
    ],
    "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 4 and photo 5: Generic dark-colored zipper with a small pull; no Coach engraving is visible.",
        "leather_description": "Photo 1, photo 2, and photo 3: Woven textile\/tapestry exterior with orange fabric edging; no leather exterior is visible.",
        "lining_description": "Photo 4: Light-colored textile or synthetic lining is visible inside the zippered pouch.",
        "strap_construction": "Photo 5: A short dark cord or loop is visible at the side; no leather strap construction is visible.",
        "stitching_description": "Photo 1 and photo 2: Machine-stitched fabric edging is visible; detailed stitch quality is not sufficiently clear for brand attribution."
    },
    "ensemble_agreement": "MEDIUM",
    "ensemble_variance": 0.0206,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.94,
                "coach_probability": 0.02,
                "vintage_probability": 0.02,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.82,
                "seller_misidentification_probability": 0.03,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "Photo 1: The item is a small zippered pouch suitable for coins or small accessories.",
                    "Photo 1 and photo 3: The front has a woven Egyptian-themed tapestry depicting figures beneath the Aten sun disc and the word EGYPT.",
                    "Photo 4: A zippered opening and textile interior are visible."
                ],
                "negative_evidence": [
                    "Photo 1 and photo 3: No COACH wordmark, horse-and-carriage, creed patch, leather hangtag, or Coach-specific branding is visible.",
                    "Photo 1, photo 2, and photo 5: The item is woven textile rather than Coach's characteristic leather or signature coated canvas.",
                    "Photo 4: The interior appears to be synthetic\/textile lining, not an unlined glove-tanned leather interior.",
                    "Photo 4 and photo 5: The zipper and construction appear generic and souvenir-oriented, with no visible Coach hardware markings."
                ],
                "missing_information": [
                    "Photo of the reverse side and zipper pull close-up, although these are unlikely to change the non-Coach assessment.",
                    "Any original provenance or manufacturing label, if present."
                ],
                "authenticity_concerns": [
                    "The Egyptian souvenir design, woven textile construction, and generic zipper are inconsistent with the visible construction of vintage Coach handbags or small leather goods.",
                    "No Coach identifier is visible in any provided photo."
                ],
                "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 4 and photo 5: Generic dark-colored zipper with a small pull; no Coach engraving is visible.",
                    "leather_description": "Photo 1, photo 2, and photo 3: Woven textile\/tapestry exterior with orange fabric edging; no leather exterior is visible.",
                    "lining_description": "Photo 4: Light-colored textile or synthetic lining is visible inside the zippered pouch.",
                    "strap_construction": "Photo 5: A short dark cord or loop is visible at the side; no leather strap construction is visible.",
                    "stitching_description": "Photo 1 and photo 2: Machine-stitched fabric edging is visible; detailed stitch quality is not sufficiently clear for brand attribution."
                },
                "possible_model_reasoning": [
                    "The 4-inch-wide by approximately 6.5-inch-tall scale shown in photos 1 and 2 is consistent with a souvenir coin pouch, not a cataloged vintage Coach handbag model.",
                    "The woven Egyptian imagery and printed\/woven EGYPT panel point to an unbranded tourist or artisanal pouch.",
                    "Condition: Good to Very Good; the pouch appears intact, with visible fabric wear\/creasing and an interior that cannot be fully evaluated. It has no apparent Coach resale premium."
                ],
                "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": 0.92,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 12,
                "estimated_resale_low": 5,
                "image_quality_score": 0.65,
                "is_handbag_probability": 0.2,
                "missing_information": [],
                "negative_evidence": [
                    "photo 1, photo 2, photo 3, photo 5: woven tapestry textile body with Egyptian Pharaonic motif and EGYPT lettering, not glove-tanned leather",
                    "photo 4: thin white synthetic lining and simple zip pouch construction, no leather creed patch visible",
                    "photo 5: souvenir zip pouch with fabric cord pull, no solid brass hardware, no turnlock, no hangtag, no COACH wordmark",
                    "overall silhouette is 4x6.5 inch souvenir coin pouch, not any catalog Coach style"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "dark-tone metal zipper along top edge with fabric cord pull visible in photo 5; no brass turnlock, no stamped pulls",
                    "leather_description": "no leather visible; woven tapestry textile in yellow\/orange\/blue with Egyptian figures",
                    "lining_description": "photo 4: thin white synthetic lining inside zip pouch",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "perimeter edge stitching around pouch visible in photos 1,2,5; simple souvenir construction",
                    "strap_construction": "no strap; small fabric cord loop at side in photo 5",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "No Coach model fits: material is woven tapestry souvenir fabric, not leather or signature canvas, with EGYPT tourist motif",
                    "No creed, no serial, no wordmark, no hangtag, no brass hardware seen in any of 6 photos",
                    "Condition: appears Excellent as listed with bright textile and clean interior in photo 4, but not gradable on Coach scale as non-Coach"
                ],
                "possible_models": [],
                "recommended_max_bid": 5,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.03
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 17874,
            "output_tokens": 773,
            "total_tokens": 18647,
            "estimated_cost_usd": 0.009005
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 18207,
            "output_tokens": 1205,
            "total_tokens": 19412,
            "estimated_cost_usd": 0.004605
        }
    ]
}