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

location · London · GB

McDonald's

Demonstration data

Synthetic UK restaurant location. Distinct from the McDonald's brand node and from other restaurants.

Trust Score

78

research.v0 composite. Not a published formula.

Evidence Confidence

99%

How much weight this evidence can bear.

Enough evidence to publish a score

Reputation 77Evidence 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 4.10 from 3200 reviews shrinks toward prior 3.8 (n0=30) → 4.097.
  2. combine_sourcesInverse-n weighted shrunk mean across 1 PUBLIC source(s) is 4.097 stars → 77.4/100.
  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_loc_gb_mcdonalds_oxford_st
Entity type
location
Place
123 Oxford Street, London, 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"McDonald's"
synthetic.osm_extract
ODbL-synthetic-not-real
99%
PUBLICidentity.locality"London"
synthetic.osm_extract
ODbL-synthetic-not-real
99%
PUBLICidentity.address"123 Oxford Street"
synthetic.osm_extract
ODbL-synthetic-not-real
99%
INFERREDgraph.parent"tt_org_gb_mcdonalds_uk"
synthetic.osm_extract
ODbL-synthetic-not-real
70%
PUBLICreputation.star_rating{"mean":4.1,"count":3200,"scale":[1,5]}
synthetic.public_ratings
CC-BY-synthetic-not-real
99%

Network context (not inherited)

ClassFactValueSourceConfidence
PUBLICidentity.name"McDonald's UK"
synthetic.companies_house
Open-Government-Licence-synthetic
99%
PUBLICreputation.star_rating{"mean":4.4,"count":50000,"scale":[1,5]}
synthetic.public_ratings
CC-BY-synthetic-not-real
99%

Assessment history

  1. 2026-03-01 · pass1 identity only

    Withheld · confidence 10%

  2. 2026-09-18 · fixture complete

    78 · confidence 99%

Related entities

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