{"entity_id":"tt_org_gb_bmw_uk","slug":"org-gb-bmw-uk","entity_type":"legal_entity","name":"BMW UK","country":"GB","locality":null,"address":null,"parent_id":"tt_brand_bmw","parent_name":"BMW","operator_id":null,"operator_name":null,"relationship":"subsidiary_of","brand_hint":"BMW","format_hint":null,"sector":"Automotive","summary":"Synthetic UK subsidiary of the BMW brand.","demo":true,"sample_notice":"Demonstration / research sample. Not a real-world factual assessment.","axes":{"reputation":87.46,"confidence":0.9895,"depth":0.4083,"freshness":0.9738},"rankable":true,"provisional_assessment":85.01,"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":"BMW UK (legal_entity) research.v0 provisional assessment 85.01 from reputation 87.46, confidence 0.9895, depth 0.4083, freshness 0.9738. Demonstration data only.","steps":[{"code":"shrinkage","detail":"synthetic.public_ratings: raw 4.50 from 12000 reviews shrinks toward prior 3.8 (n0=30) → 4.498.","raw_mean":4.5,"n":12000,"shrunk_mean":4.4983,"source":"synthetic.public_ratings"},{"code":"combine_sources","detail":"Inverse-n weighted shrunk mean across 1 PUBLIC source(s) is 4.498 stars → 87.5/100.","combined_stars":4.4983,"reputation":87.4564},{"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":"composite_placeholder","detail":"research.v0 composite is 0.70*reputation + 0.15*confidence + 0.10*depth + 0.05*freshness. Weights are experimental placeholders.","weights":{"reputation":0.7,"confidence":0.15,"depth":0.1,"freshness":0.05}},{"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_bmw_uk_stars"],"excluded":[]}}