Vintage Coach Hunter

{
    "is_handbag_probability": 0.99,
    "coach_probability": 0.045,
    "vintage_probability": 0.39,
    "authenticity_confidence": 0.04,
    "image_quality_score": 0.745,
    "seller_misidentification_probability": 0.05,
    "confidence": 0.76,
    "recommended_max_bid": 13.5,
    "estimated_resale_low": 15,
    "estimated_resale_high": 40,
    "possible_models": [],
    "positive_evidence": [
        "photo 1: clearly a structured leather shoulder\/tote-style handbag with leather straps and metal hardware",
        "photo 3: visible horse-like embossed emblem on the front closure, though it is not a Coach horse-and-carriage mark",
        "photo 4: construction appears to use leather panels, contrast trim, and relatively even stitching",
        "photo 1,4,5: leather shoulder handbag with brass-tone hardware in vintage style",
        "photo 5-6: seller-measured width ~7.5 in and height ~10-11 in, consistent with vintage shoulder bag scale"
    ],
    "negative_evidence": [
        "photo 3: front closure uses a large decorative equestrian-style medallion\/clasp rather than a recognizable Coach turnlock or horse-and-carriage logo",
        "photo 1: no legible COACH wordmark, creed patch, or Coach hangtag is visible",
        "photo 2: rear zipper and hardware show no legible Coach branding",
        "photos 1-7: glossy black-and-brown color-blocked construction and decorative clasp do not closely match the classic unlined glove-tanned Coach silhouettes shown in the reference catalog",
        "photo 1-6: no COACH wordmark, horse-and-carriage, creed patch or leather hangtag visible",
        "photo 3: front emblem is single horse in oval, not Coach carriage - lookalike brand cue",
        "photo 3: front closure is large egg \/ oval clasp with hanging fob, not Coach slim rounded turnlock with flat back plate",
        "photo 1,2,4: two-tone black body with contrasting brown trim\/base\/strap and large double O-ring strap attachments not a catalog Coach classic silhouette",
        "photo 2: exterior back zip pocket with small leather pull - not typical Coach classic layout"
    ],
    "missing_information": [
        "photo 1-7: interior is not shown; request a clear interior-wall and pocket photo for any creed or label",
        "photo 1-7: no close-up of the underside\/back of the front clasp or zipper pull",
        "photo 1-7: country-of-origin or maker stamp is not shown",
        "photo 1-7: bottom, side profile, and strap attachment details are incomplete",
        "interior views not shown - lining and creed patch unknown",
        "close-up of any interior leather patch or fabric brand label",
        "hardware stamps \/ zipper brand on back zipper pull (photo 2)",
        "bottom and corner wear detail"
    ],
    "authenticity_concerns": [
        "photo 3: oversized decorative equestrian medallion clasp is a lookalike-brand cue rather than a typical vintage Coach identifier",
        "photo 1-7: absence of any visible Coach identifier prevents a Coach attribution; the bag may be an unrelated vintage or contemporary leather brand",
        "photo 3: single-horse embossed medallion is not Coach horse-and-carriage and matches Dooney & Bourke-type equestrian branding",
        "photo 3: egg-shaped front clasp with dangling fob does not match Coach turnlock geometry"
    ],
    "possible_model_reasoning": [
        "photo 1: silhouette is a structured color-blocked shoulder bag, but it does not closely match a specific Coach catalog model; no Coach model is assigned",
        "photos 1-7: visible construction and decorative hardware suggest an unbranded or other-brand equestrian-style bag rather than a classic City Bag, Willis, Court, Station, or Stewardess",
        "Condition: Good; visible creasing and surface wear on the body and strap, with no interior view, bottom-detail view, or odor\/mold information",
        "Not a Coach silhouette: front flap with central medallion clasp, O-ring suspension, two-tone base and back zip pocket does not match City Bag, Willis, Court, Station or other classics; single-horse mark points to Dooney & Bourke-type \/ department-store lookalike rather than Coach",
        "Condition: Good to Very Good; leather intact with light scuffs and tarnished hardware (photo 3-4), bottom not shown closely and interior not shown so capped"
    ],
    "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 3: gold-tone decorative equestrian-style clasp with a central oval\/arched closure and dangling leather tab; photo 4: paired gold-tone rings at strap attachments; no Coach engraving is visible",
        "leather_description": "photos 1, 3, 4: smooth, glossy black leather or leather-like material with brown leather-look contrast trim; surface shows creasing and wear",
        "lining_description": "not_visible",
        "strap_construction": "photos 1, 4: long fixed shoulder straps in brown material, attached through paired circular metal rings; strap ends and upper fold show wear",
        "stitching_description": "photos 3-4: mostly straight, fairly even tonal stitching around panels and contrast trim; some photographed areas are too distant to assess closely"
    },
    "ensemble_agreement": "HIGH",
    "ensemble_variance": 0.0082,
    "ensemble_members": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "result": {
                "is_handbag_probability": 0.99,
                "coach_probability": 0.06,
                "vintage_probability": 0.18,
                "authenticity_confidence": 0.05,
                "image_quality_score": 0.84,
                "seller_misidentification_probability": 0.06,
                "estimated_era": "modern (2000s+), non-Coach",
                "possible_models": [],
                "positive_evidence": [
                    "photo 1: clearly a structured leather shoulder\/tote-style handbag with leather straps and metal hardware",
                    "photo 3: visible horse-like embossed emblem on the front closure, though it is not a Coach horse-and-carriage mark",
                    "photo 4: construction appears to use leather panels, contrast trim, and relatively even stitching"
                ],
                "negative_evidence": [
                    "photo 3: front closure uses a large decorative equestrian-style medallion\/clasp rather than a recognizable Coach turnlock or horse-and-carriage logo",
                    "photo 1: no legible COACH wordmark, creed patch, or Coach hangtag is visible",
                    "photo 2: rear zipper and hardware show no legible Coach branding",
                    "photos 1-7: glossy black-and-brown color-blocked construction and decorative clasp do not closely match the classic unlined glove-tanned Coach silhouettes shown in the reference catalog"
                ],
                "missing_information": [
                    "photo 1-7: interior is not shown; request a clear interior-wall and pocket photo for any creed or label",
                    "photo 1-7: no close-up of the underside\/back of the front clasp or zipper pull",
                    "photo 1-7: country-of-origin or maker stamp is not shown",
                    "photo 1-7: bottom, side profile, and strap attachment details are incomplete"
                ],
                "authenticity_concerns": [
                    "photo 3: oversized decorative equestrian medallion clasp is a lookalike-brand cue rather than a typical vintage Coach identifier",
                    "photo 1-7: absence of any visible Coach identifier prevents a Coach attribution; the bag may be an unrelated vintage or contemporary leather brand"
                ],
                "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": true,
                    "hangtag_present": false,
                    "hardware_description": "photo 3: gold-tone decorative equestrian-style clasp with a central oval\/arched closure and dangling leather tab; photo 4: paired gold-tone rings at strap attachments; no Coach engraving is visible",
                    "leather_description": "photos 1, 3, 4: smooth, glossy black leather or leather-like material with brown leather-look contrast trim; surface shows creasing and wear",
                    "lining_description": "not_visible",
                    "strap_construction": "photos 1, 4: long fixed shoulder straps in brown material, attached through paired circular metal rings; strap ends and upper fold show wear",
                    "stitching_description": "photos 3-4: mostly straight, fairly even tonal stitching around panels and contrast trim; some photographed areas are too distant to assess closely"
                },
                "possible_model_reasoning": [
                    "photo 1: silhouette is a structured color-blocked shoulder bag, but it does not closely match a specific Coach catalog model; no Coach model is assigned",
                    "photos 1-7: visible construction and decorative hardware suggest an unbranded or other-brand equestrian-style bag rather than a classic City Bag, Willis, Court, Station, or Stewardess",
                    "Condition: Good; visible creasing and surface wear on the body and strap, with no interior view, bottom-detail view, or odor\/mold information"
                ],
                "confidence": 0.82,
                "recommended_max_bid": 15,
                "estimated_resale_low": 15,
                "estimated_resale_high": 45
            }
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "result": {
                "authenticity_concerns": [
                    "photo 3: single-horse embossed medallion is not Coach horse-and-carriage and matches Dooney & Bourke-type equestrian branding",
                    "photo 3: egg-shaped front clasp with dangling fob does not match Coach turnlock geometry"
                ],
                "authenticity_confidence": 0.03,
                "coach_probability": 0.03,
                "confidence": 0.7,
                "estimated_era": "modern (2000s+), non-Coach",
                "estimated_resale_high": 35,
                "estimated_resale_low": 15,
                "image_quality_score": 0.65,
                "is_handbag_probability": 0.99,
                "missing_information": [
                    "interior views not shown - lining and creed patch unknown",
                    "close-up of any interior leather patch or fabric brand label",
                    "hardware stamps \/ zipper brand on back zipper pull (photo 2)",
                    "bottom and corner wear detail"
                ],
                "negative_evidence": [
                    "photo 1-6: no COACH wordmark, horse-and-carriage, creed patch or leather hangtag visible",
                    "photo 3: front emblem is single horse in oval, not Coach carriage - lookalike brand cue",
                    "photo 3: front closure is large egg \/ oval clasp with hanging fob, not Coach slim rounded turnlock with flat back plate",
                    "photo 1,2,4: two-tone black body with contrasting brown trim\/base\/strap and large double O-ring strap attachments not a catalog Coach classic silhouette",
                    "photo 2: exterior back zip pocket with small leather pull - not typical Coach classic layout"
                ],
                "observed_features": {
                    "coach_wordmark_present": false,
                    "creed_present": false,
                    "creed_text": "not_visible",
                    "hangtag_present": false,
                    "hardware_description": "brass-tone hardware: large double O-rings at strap attachments, egg-shaped front clasp with chain-linked dangling lock fob showing tarnish; back zipper with small brown leather pull",
                    "leather_description": "smooth leather-look black body with contrasting medium-brown trim at base, flap binding, front medallion and strap; light sheen, some surface scuffs and dust visible photo 3-4",
                    "lining_description": "not_visible",
                    "serial_or_style_number": "not_visible",
                    "serial_or_style_number_present": false,
                    "stitching_description": "tone-matched straight stitching visible on trim and strap edges photo 3; no close-up to assess fully",
                    "strap_construction": "long fixed-length brown shoulder strap looped through brass O-rings with wrapped grip at top, no buckle adjustment visible",
                    "turnlock_present": false
                },
                "positive_evidence": [
                    "photo 1,4,5: leather shoulder handbag with brass-tone hardware in vintage style",
                    "photo 5-6: seller-measured width ~7.5 in and height ~10-11 in, consistent with vintage shoulder bag scale"
                ],
                "possible_model_reasoning": [
                    "Not a Coach silhouette: front flap with central medallion clasp, O-ring suspension, two-tone base and back zip pocket does not match City Bag, Willis, Court, Station or other classics; single-horse mark points to Dooney & Bourke-type \/ department-store lookalike rather than Coach",
                    "Condition: Good to Very Good; leather intact with light scuffs and tarnished hardware (photo 3-4), bottom not shown closely and interior not shown so capped"
                ],
                "possible_models": [],
                "recommended_max_bid": 12,
                "seller_misidentification_probability": 0.04,
                "vintage_probability": 0.6
            }
        }
    ],
    "_usage": [
        {
            "model_name": "openai:gpt-5.6-luna",
            "input_tokens": 27791,
            "output_tokens": 921,
            "total_tokens": 28712,
            "estimated_cost_usd": 0.013327
        },
        {
            "model_name": "meta:muse-spark-1.3-contributor",
            "input_tokens": 28636,
            "output_tokens": 1732,
            "total_tokens": 30368,
            "estimated_cost_usd": 0.007113
        }
    ]
}