operator · London · GB

Park Lane Motors Ltd

Demonstration data

Independent dealer/operator. Disputed rating evidence is retained, not deleted.

Trust Score

Withheld

Evidence Confidence

28%

How much weight this evidence can bear.

Insufficient evidence — not a low score

Reputation 67Evidence depth 59%Freshness 97%

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

Why this assessment

class_isolation — ev_dealer_dispute is DISPUTED rating evidence; research.v0 only uses PUBLIC stars for reputation.
shrinkage — synthetic.public_ratings: raw 4.10 from 85 reviews shrinks toward prior 3.8 (n0=30) → 4.022.
shrinkage — synthetic.public_ratings_b: raw 2.40 from 40 reviews shrinks toward prior 3.8 (n0=30) → 3.000.
combine_sources — Inverse-n weighted shrunk mean across 2 PUBLIC source(s) is 3.695 stars → 67.4/100.
source_disagreement — Variance of shrunk source means is 0.2610; agreement factor 0.352 widens/narrows confidence.
paid_claim_isolation — 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.
unrankable — confidence 0.28 < 0.35 or reputation missing; provisional assessment withheld so a thin 5.0 cannot win a ranking.
parent_non_inheritance — Only evidence bound to this entity_id was used. Parent/brand ratings are not mixed into location reputation.

Durable identifier: tt_org_gb_park_lane_motors
Entity type: operator
Place: Park Lane, London, GB
Assessment record: research.v0 · calculated 18 September 2026 · evidence as of 17 September 2026

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

1 disputed row retained on the ledger.

Class	Fact	Value	Source	Confidence
PUBLIC	identity.name	`"Park Lane Motors Ltd"`	synthetic.companies_house Open-Government-Licence-synthetic	99%
PUBLIC	reputation.star_rating	`{"mean":4.1,"count":85,"scale":[1,5]}`	synthetic.public_ratings CC-BY-synthetic-not-real	99%
PUBLIC	reputation.star_rating	`{"mean":2.4,"count":40,"scale":[1,5]}`	synthetic.public_ratings_b CC-BY-synthetic-not-real	99%
DISPUTED	reputation.star_rating	`{"mean":2.4,"count":40,"note":"Operator disputes platform B sample as mis-bound reviews."}`	synthetic.dispute_desk dispute-synthetic-not-real	60%
DECLARED	identity.name	`"Park Lane Motors Ltd"`	synthetic.claimed_profile declared-synthetic-not-real	50%