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Demonstration research sample — not a live rating of real businesses.

legal entity · GB

BMW UK

Demonstration data

Synthetic UK subsidiary of the BMW brand.

Trust Score

85

research.v0 composite. Not a published formula.

Evidence Confidence

99%

How much weight this evidence can bear.

Enough evidence to publish a score

Reputation 87Evidence depth 41%Freshness 97%

Last calculated 18 September 2026 · evidence as of 17 September 2026 · research.v0

Why this assessment

  1. shrinkagesynthetic.public_ratings: raw 4.50 from 12000 reviews shrinks toward prior 3.8 (n0=30) → 4.498.
  2. combine_sourcesInverse-n weighted shrunk mean across 1 PUBLIC source(s) is 4.498 stars → 87.5/100.
  3. paid_claim_isolationDECLARED/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.
  4. composite_placeholderresearch.v0 composite is 0.70*reputation + 0.15*confidence + 0.10*depth + 0.05*freshness. Weights are experimental placeholders.
  5. parent_non_inheritanceOnly evidence bound to this entity_id was used. Parent/brand ratings are not mixed into location reputation.

Identity

Durable identifier
tt_org_gb_bmw_uk
Entity type
legal entity
Place
GB
Assessment record
research.v0 · calculated 18 September 2026 · evidence as of 17 September 2026

Evidence

Bound to this entity only. Parent rows, if listed, are network context and do not drive this location’s reputation.

ClassFactValueSourceConfidence
PUBLICidentity.name"BMW UK"
synthetic.companies_house
Open-Government-Licence-synthetic
99%
PUBLICreputation.star_rating{"mean":4.5,"count":12000,"scale":[1,5]}
synthetic.public_ratings
CC-BY-synthetic-not-real
99%

Assessment history

  1. 2026-09-18 · fixture complete

    85 · confidence 99%

Related entities

Machine profile: /api/v1/profiles/tt_org_gb_bmw_uk · embed