Vintage Coach Hunter

{
    "is_handbag_probability": 0.965,
    "coach_probability": 0.015,
    "vintage_probability": 0.15,
    "authenticity_confidence": 0.015,
    "image_quality_score": 0.8,
    "seller_misidentification_probability": 0.035,
    "confidence": 0.91,
    "recommended_max_bid": 15,
    "estimated_resale_low": 17.5,
    "estimated_resale_high": 42.5,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: Clearly a leather handbag with a long shoulder strap and multiple compartments.",
        "photo 2: Interior tag visibly reads \"GENUINE LEATHER \/ HECHO EN MEXICO \/ MADE IN MEXICO,\" supporting Mexican leather construction but not Coach manufacture.",
        "photo 1: Leather is heavily tooled with horse\/equestrian imagery and contrasting white stitching."
    ],
    "negative_evidence": [
        "photo 1: The bag has an ornate Western\/Mexican saddle-bag design rather than a recognizable Coach silhouette.",
        "photo 1: No Coach wordmark, horse-and-carriage logo, creed patch, or Coach-style hangtag is visible.",
        "photo 1: Closures are snaps, straps, and decorative Western hardware; no Coach turnlock is visible.",
        "photo 2: The visible manufacturer tag identifies Mexico and generic genuine leather, with no Coach branding.",
        "photo 3: Repeated embossed horse imagery is decorative Western tooling, not the Coach horse-and-carriage mark.",
        "photo 4: The construction and decorative tooling are inconsistent with classic Coach glove-tanned handbag styles.",
        "photo 1: novelty 3D horse-saddle silhouette with pommel, stirrup straps and tassels - never a Coach catalog silhouette",
        "photo 2: fabric tag reads GENUINE LEATHER \/ HECHO EN MEXICO \/ MADE IN MEXICO - not a Coach leather creed patch",
        "photo 1, photo 5: large embossed\/tooled horse-head motifs and western tooling - not Coach glove-tanned finish",
        "photo 1, photo 5: snap-button closure and silver-tone rivets\/snaps - no Coach turnlock with correct geometry",
        "photo 1-5: white contrast stitching around edges - not Coach tone-on-tone stitching",
        "photo 1-5: no COACH wordmark, no horse-and-carriage, no leather hangtag, no creed patch visible"
    ],
    "missing_information": [
        "photo 1-5: Interior emptied and photographed straight-on to confirm whether any additional brand label is present.",
        "photo 1-5: Close-ups of every hardware piece and strap attachment if a more detailed maker identification is desired.",
        "photo 1-5: Seller-stated dimensions and any evidence of odor, mold, or functional defects.",
        "photo 4: interior only partially visible, no emptied interior wall view to check for creed patch",
        "photo 1: no creed close-up in raking light, but no creed expected on this type",
        "photo 3: bottom\/corner wear not fully shown"
    ],
    "authenticity_concerns": [
        "photo 2: The only visible maker identification is a generic genuine-leather Mexico tag, not a Coach creed or brand label.",
        "photo 1-5: The horse imagery could be mistaken for Coach branding, but it is embossed decorative artwork and does not show the Coach carriage emblem.",
        "photo 1-5: No Coach identifiers are visible across the available views."
    ],
    "possible_model_reasoning": [
        "photo 1: This is best classified as a Mexican tooled leather saddle-style handbag, not a Coach catalog model.",
        "photo 2: The visible Mexico tag supports Mexican manufacture and provides no Coach-era or serial evidence.",
        "photo 1-5: No Coach creed, style number, wordmark, or recognizable Coach construction is visible; a Coach model match is therefore not supported.",
        "photo 1-5: Condition appears Good to Very Good overall based on visible intact leather and stitching, though the interior, odor, and all functional closures are not fully assessed.",
        "No Coach model fits: saddle-shaped novelty purse with 3D saddle, tooled horses, snap closures and Made in Mexico tag matches Mexican souvenir western purse, not any Classic, Cashin, or modern Coach line",
        "Serial decode: none - no number visible",
        "Era reasoning: modern (2000s+), non-Coach souvenir\/craft construction and fabric Made in Mexico tag",
        "Condition: Very Good to Good; leather intact with light wear and sheen (photo 1, photo 5), strap intact, interior not fully shown so lining unknown"
    ],
    "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: Silver-tone snap hardware, rivets, straps, and decorative Western fittings are visible; no Coach turnlock or branded hardware is visible.",
        "leather_description": "photo 1: Brown genuine leather with extensive embossed\/tooled horse and equestrian designs; appears finished and moderately glossy.",
        "lining_description": "dark fabric\/felt partially visible in photo 4 interior opening; not fully shown",
        "strap_construction": "photo 1: Long adjustable leather shoulder strap with buckle-style adjustment and layered leather attachments.",
        "stitching_description": "photo 1: Prominent contrasting white perimeter stitching, generally even but characteristic of a Western\/Mexican tooled leather bag."
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0019,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.98,
                "coach_probability": 0.02,
                "vintage_probability": 0.1,
                "authenticity_confidence": 0.02,
                "image_quality_score": 0.9,
                "seller_misidentification_probability": 0.05,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: Clearly a leather handbag with a long shoulder strap and multiple compartments.",
                    "photo 2: Interior tag visibly reads \"GENUINE LEATHER \/ HECHO EN MEXICO \/ MADE IN MEXICO,\" supporting Mexican leather construction but not Coach manufacture.",
                    "photo 1: Leather is heavily tooled with horse\/equestrian imagery and contrasting white stitching."
                ],
                "negative_evidence": [
                    "photo 1: The bag has an ornate Western\/Mexican saddle-bag design rather than a recognizable Coach silhouette.",
                    "photo 1: No Coach wordmark, horse-and-carriage logo, creed patch, or Coach-style hangtag is visible.",
                    "photo 1: Closures are snaps, straps, and decorative Western hardware; no Coach turnlock is visible.",
                    "photo 2: The visible manufacturer tag identifies Mexico and generic genuine leather, with no Coach branding.",
                    "photo 3: Repeated embossed horse imagery is decorative Western tooling, not the Coach horse-and-carriage mark.",
                    "photo 4: The construction and decorative tooling are inconsistent with classic Coach glove-tanned handbag styles."
                ],
                "missing_information": [
                    "photo 1-5: Interior emptied and photographed straight-on to confirm whether any additional brand label is present.",
                    "photo 1-5: Close-ups of every hardware piece and strap attachment if a more detailed maker identification is desired.",
                    "photo 1-5: Seller-stated dimensions and any evidence of odor, mold, or functional defects."
                ],
                "authenticity_concerns": [
                    "photo 2: The only visible maker identification is a generic genuine-leather Mexico tag, not a Coach creed or brand label.",
                    "photo 1-5: The horse imagery could be mistaken for Coach branding, but it is embossed decorative artwork and does not show the Coach carriage emblem.",
                    "photo 1-5: No Coach identifiers are visible across the available views."
                ],
                "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: Silver-tone snap hardware, rivets, straps, and decorative Western fittings are visible; no Coach turnlock or branded hardware is visible.",
                    "leather_description": "photo 1: Brown genuine leather with extensive embossed\/tooled horse and equestrian designs; appears finished and moderately glossy.",
                    "lining_description": "not_visible",
                    "strap_construction": "photo 1: Long adjustable leather shoulder strap with buckle-style adjustment and layered leather attachments.",
                    "stitching_description": "photo 1: Prominent contrasting white perimeter stitching, generally even but characteristic of a Western\/Mexican tooled leather bag."
                },
                "possible_model_reasoning": [
                    "photo 1: This is best classified as a Mexican tooled leather saddle-style handbag, not a Coach catalog model.",
                    "photo 2: The visible Mexico tag supports Mexican manufacture and provides no Coach-era or serial evidence.",
                    "photo 1-5: No Coach creed, style number, wordmark, or recognizable Coach construction is visible; a Coach model match is therefore not supported.",
                    "photo 1-5: Condition appears Good to Very Good overall based on visible intact leather and stitching, though the interior, odor, and all functional closures are not fully assessed."
                ],
                "confidence": 0.92,
                "recommended_max_bid": 15,
                "estimated_resale_low": 15,
                "estimated_resale_high": 45
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [],
                "authenticity_confidence": 0.01,
                "coach_probability": 0.01,
                "confidence": 0.9,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 40,
                "estimated_resale_low": 20,
                "image_quality_score": 0.7,
                "is_handbag_probability": 0.95,
                "missing_information": [
                    "photo 4: interior only partially visible, no emptied interior wall view to check for creed patch",
                    "photo 1: no creed close-up in raking light, but no creed expected on this type",
                    "photo 3: bottom\/corner wear not fully shown"
                ],
                "negative_evidence": [
                    "photo 1: novelty 3D horse-saddle silhouette with pommel, stirrup straps and tassels - never a Coach catalog silhouette",
                    "photo 2: fabric tag reads GENUINE LEATHER \/ HECHO EN MEXICO \/ MADE IN MEXICO - not a Coach leather creed patch",
                    "photo 1, photo 5: large embossed\/tooled horse-head motifs and western tooling - not Coach glove-tanned finish",
                    "photo 1, photo 5: snap-button closure and silver-tone rivets\/snaps - no Coach turnlock with correct geometry",
                    "photo 1-5: white contrast stitching around edges - not Coach tone-on-tone stitching",
                    "photo 1-5: no COACH wordmark, no horse-and-carriage, no leather hangtag, no creed patch visible"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "silver-tone snaps and rivets; snap closure on side gussets; no turnlock, no brass dogleash clips, no zipper pull visible",
                    "leather_description": "tan\/brown smooth leather with embossed\/tooled horse heads and western floral tooling, glossy finish, not glove-tanned cowhide",
                    "lining_description": "dark fabric\/felt partially visible in photo 4 interior opening; not fully shown",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "white\/cream contrast machine stitching around perimeter and straps, visible in all photos",
                    "strap_construction": "thin flat tan leather crossbody strap, buckle-adjustable, directly attached",
                    "turnlock_present": false
                },
                "positive_evidence": [],
                "possible_model_reasoning": [
                    "No Coach model fits: saddle-shaped novelty purse with 3D saddle, tooled horses, snap closures and Made in Mexico tag matches Mexican souvenir western purse, not any Classic, Cashin, or modern Coach line",
                    "Serial decode: none - no number visible",
                    "Era reasoning: modern (2000s+), non-Coach souvenir\/craft construction and fabric Made in Mexico tag",
                    "Condition: Very Good to Good; leather intact with light wear and sheen (photo 1, photo 5), strap intact, interior not fully shown so lining unknown"
                ],
                "possible_models": [],
                "recommended_max_bid": 15,
                "seller_misidentification_probability": 0.02,
                "vintage_probability": 0.2
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 28912,
            "output_tokens": 851,
            "total_tokens": 29763,
            "estimated_cost_usd": 0.013607
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 29958,
            "output_tokens": 1198,
            "total_tokens": 31156,
            "estimated_cost_usd": 0.00695
        }
    ]
}