Vintage Coach Hunter

{
    "is_handbag_probability": 0.985,
    "coach_probability": 0.015,
    "vintage_probability": 0.02,
    "authenticity_confidence": 0.015,
    "image_quality_score": 0.845,
    "seller_misidentification_probability": 0.05,
    "confidence": 0.93,
    "recommended_max_bid": 9,
    "estimated_resale_low": 10,
    "estimated_resale_high": 32.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: clearly a handbag with a shoulder strap and flap closure",
        "photo 6: reverse embroidery visibly reads \"Paris,\" but no Coach branding is present"
    ],
    "negative_evidence": [
        "photo 1: body and strap are densely covered in small beads, sequins, and textile embroidery rather than Coach glove-tanned leather or Coach signature canvas",
        "photo 4: interior appears to be blue satin\/textile with beaded construction; no Coach creed patch is visible",
        "photo 6: back shows decorative embroidery and the word \"Paris,\" not a COACH wordmark or horse-and-carriage",
        "photos 1, 3, and 5: no leather Coach hangtag, recognizable Coach hardware, or Coach silhouette is visible",
        "listing title and photos describe a new hand-beaded Paris-themed bag, consistent with a decorative contemporary\/unbranded accessory rather than vintage Coach",
        "photo 1-3: all-over glass-bead and sequin body with Eiffel Tower scene, not glove-tanned leather",
        "photo 4: blue satin lining and silver-tone magnetic snaps, not unlined suede with brass turnlock",
        "photo 5-6: back reads 'Paris' in embroidery with floral sequins, no COACH wordmark or horse-and-carriage",
        "photo 1-6: no creed patch, no leather hangtag, no solid brass hardware visible"
    ],
    "missing_information": [
        "photo 4: a closer, unobstructed view of the interior label or any sewn-in brand tag",
        "photo 1: close-ups of all closure and strap attachment hardware if a maker mark is present",
        "photo 3: bottom, side seams, and construction details for identifying the actual maker"
    ],
    "authenticity_concerns": [
        "photos 1-6: no Coach identifier is visible, and the beaded textile construction is inconsistent with the classic vintage Coach leather handbag population",
        "photo 6: the visible \"Paris\" branding\/design is not a Coach identifier"
    ],
    "possible_model_reasoning": [
        "No Coach model is a reasonable match: the bag is a beaded Paris-themed textile shoulder bag with decorative embroidery, not a cataloged vintage Coach leather silhouette.",
        "photo 4: satin\/textile lining and snap closure support a modern decorative accessory classification.",
        "Condition: Like New\/NWT based on the seller's description and visible protective wrapping, though the photos do not establish odor, hidden damage, or complete tag details.",
        "No Coach silhouette, material, hardware or identifier matches; beaded novelty Paris souvenir bag is outside Coach catalog \u00a74",
        "Condition: New with tags per seller title and paper tag visible photo 3,5,6; beadwork appears intact in photos"
    ],
    "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": "photos 1 and 4: round gold-tone snap closures are visible; no Coach engraving or vintage Coach turnlock is visible. White protective wrapping remains around parts of the strap attachment.",
        "leather_description": "photos 1-6: no leather body is visible; the bag appears to have a densely beaded textile exterior with sequins and embroidered fabric panels.",
        "lining_description": "photo 4: blue satin-like textile lining is visible; no creed patch or Coach label is visible.",
        "strap_construction": "photos 1 and 5: wide blue textile shoulder strap edged with beads, attached to the bag at the sides; white wrapping remains near the attachments.",
        "stitching_description": "photos 1-6: edges are covered with rows of beads; conventional leather handbag stitching is not visible."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0008,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.99,
                "coach_probability": 0.01,
                "vintage_probability": 0.02,
                "authenticity_confidence": 0.01,
                "image_quality_score": 0.91,
                "seller_misidentification_probability": 0.08,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: clearly a handbag with a shoulder strap and flap closure",
                    "photo 6: reverse embroidery visibly reads \"Paris,\" but no Coach branding is present"
                ],
                "negative_evidence": [
                    "photo 1: body and strap are densely covered in small beads, sequins, and textile embroidery rather than Coach glove-tanned leather or Coach signature canvas",
                    "photo 4: interior appears to be blue satin\/textile with beaded construction; no Coach creed patch is visible",
                    "photo 6: back shows decorative embroidery and the word \"Paris,\" not a COACH wordmark or horse-and-carriage",
                    "photos 1, 3, and 5: no leather Coach hangtag, recognizable Coach hardware, or Coach silhouette is visible",
                    "listing title and photos describe a new hand-beaded Paris-themed bag, consistent with a decorative contemporary\/unbranded accessory rather than vintage Coach"
                ],
                "missing_information": [
                    "photo 4: a closer, unobstructed view of the interior label or any sewn-in brand tag",
                    "photo 1: close-ups of all closure and strap attachment hardware if a maker mark is present",
                    "photo 3: bottom, side seams, and construction details for identifying the actual maker"
                ],
                "authenticity_concerns": [
                    "photos 1-6: no Coach identifier is visible, and the beaded textile construction is inconsistent with the classic vintage Coach leather handbag population",
                    "photo 6: the visible \"Paris\" branding\/design is not a Coach identifier"
                ],
                "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": "photos 1 and 4: round gold-tone snap closures are visible; no Coach engraving or vintage Coach turnlock is visible. White protective wrapping remains around parts of the strap attachment.",
                    "leather_description": "photos 1-6: no leather body is visible; the bag appears to have a densely beaded textile exterior with sequins and embroidered fabric panels.",
                    "lining_description": "photo 4: blue satin-like textile lining is visible; no creed patch or Coach label is visible.",
                    "strap_construction": "photos 1 and 5: wide blue textile shoulder strap edged with beads, attached to the bag at the sides; white wrapping remains near the attachments.",
                    "stitching_description": "photos 1-6: edges are covered with rows of beads; conventional leather handbag stitching is not visible."
                },
                "possible_model_reasoning": [
                    "No Coach model is a reasonable match: the bag is a beaded Paris-themed textile shoulder bag with decorative embroidery, not a cataloged vintage Coach leather silhouette.",
                    "photo 4: satin\/textile lining and snap closure support a modern decorative accessory classification.",
                    "Condition: Like New\/NWT based on the seller's description and visible protective wrapping, though the photos do not establish odor, hidden damage, or complete tag details."
                ],
                "confidence": 0.94,
                "recommended_max_bid": 10,
                "estimated_resale_low": 10,
                "estimated_resale_high": 40
            }
        },
        {
            "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": 25,
                "estimated_resale_low": 10,
                "image_quality_score": 0.78,
                "is_handbag_probability": 0.98,
                "missing_information": [],
                "negative_evidence": [
                    "photo 1-3: all-over glass-bead and sequin body with Eiffel Tower scene, not glove-tanned leather",
                    "photo 4: blue satin lining and silver-tone magnetic snaps, not unlined suede with brass turnlock",
                    "photo 5-6: back reads 'Paris' in embroidery with floral sequins, no COACH wordmark or horse-and-carriage",
                    "photo 1-6: no creed patch, no leather hangtag, no solid brass hardware visible"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone magnetic snap closures visible photo 4; no brass turnlock, buckles or zipper pulls",
                    "leather_description": "no leather visible; exterior is navy glass beads with sequin and thread embroidery depicting Eiffel Tower, clouds, flowers",
                    "lining_description": "photo 4: shiny royal blue satin\/polyester lining on flap underside",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "not_visible as stitched seams; beaded\/embroidered construction only",
                    "strap_construction": "photo 1,5: fixed single shoulder strap in blue satin with beaded edge, wrapped at anchor with tissue\/ribbon, new with tags",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "No Coach silhouette, material, hardware or identifier matches; beaded novelty Paris souvenir bag is outside Coach catalog \u00a74",
                    "Condition: New with tags per seller title and paper tag visible photo 3,5,6; beadwork appears intact in photos"
                ],
                "possible_models": [],
                "recommended_max_bid": 8,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.02
            }
        }
    ],
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            "estimated_cost_usd": 0.012112
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            "model_name": "meta:muse-spark-1.3-contributor",
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}