{"entity_id":"tt_org_gb_park_lane_motors","slug":"org-gb-park-lane-motors","entity_type":"operator","name":"Park Lane Motors Ltd","country":"GB","locality":"London","address":"Park Lane","parent_id":null,"parent_name":null,"operator_id":null,"operator_name":null,"relationship":"dealer_of","brand_hint":"BMW","format_hint":null,"sector":"Automotive retail","summary":"Independent dealer/operator. Disputed rating evidence is retained, not deleted.","demo":true,"sample_notice":"Demonstration / research sample. Not a real-world factual assessment.","axes":{"reputation":67.37,"confidence":0.2753,"depth":0.5917,"freshness":0.9738},"rankable":false,"provisional_assessment":null,"estimator_id":"research.v0","methodology_version":"research.v0","calculated_at":"2026-09-18T00:00:00Z","evidence_as_of":"2026-09-17T00:00:00Z","explanation":{"summary":"Park Lane Motors Ltd (operator) has insufficient PUBLIC rating evidence for a rankable research.v0 assessment. Identity may still be displayed. Confidence=0.2753.","steps":[{"code":"class_isolation","detail":"ev_dealer_dispute is DISPUTED rating evidence; research.v0 only uses PUBLIC stars for reputation."},{"code":"shrinkage","detail":"synthetic.public_ratings: raw 4.10 from 85 reviews shrinks toward prior 3.8 (n0=30) → 4.022.","raw_mean":4.1,"n":85,"shrunk_mean":4.0217,"source":"synthetic.public_ratings"},{"code":"shrinkage","detail":"synthetic.public_ratings_b: raw 2.40 from 40 reviews shrinks toward prior 3.8 (n0=30) → 3.000.","raw_mean":2.4,"n":40,"shrunk_mean":3,"source":"synthetic.public_ratings_b"},{"code":"combine_sources","detail":"Inverse-n weighted shrunk mean across 2 PUBLIC source(s) is 3.695 stars → 67.4/100.","combined_stars":3.6948,"reputation":67.3696},{"code":"source_disagreement","detail":"Variance of shrunk source means is 0.2610; agreement factor 0.352 widens/narrows confidence.","variance":0.26099,"agreement":0.3521},{"code":"paid_claim_isolation","detail":"DECLARED/INFERRED/DISPUTED rows can exist on the ledger but do not increase reputation, confidence, depth, or provisional assessment. Paying or claiming cannot buy a higher number."},{"code":"unrankable","detail":"confidence 0.28 < 0.35 or reputation missing; provisional assessment withheld so a thin 5.0 cannot win a ranking."},{"code":"parent_non_inheritance","detail":"Only evidence bound to this entity_id was used. Parent/brand ratings are not mixed into location reputation."}],"used_evidence_ids":["ev_dealer_stars","ev_dealer_stars_b"],"excluded":[{"evidence_id":"ev_dealer_dispute","reason":"rating_class_DISPUTED_does_not_drive_reputation"}]}}