Triple
T23262734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NICE Bus |
E582055
|
entity |
| Predicate | hasOperator |
P179
|
FINISHED |
| Object | Transdev North America |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Transdev North America | Statement: [NICE Bus, hasOperator, Transdev North America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transdev North America Context triple: [NICE Bus, hasOperator, Transdev North America]
-
A.
Transdev Australasia
Transdev Australasia is a major public transport operator in Australia and New Zealand, running services such as buses, trains, light rail, and ferries across multiple cities.
-
B.
Transdev Rouen
Transdev Rouen is the local public transport company responsible for operating Rouen’s urban transit network, including its tramway system.
-
C.
Transdev (NICE operator)
Transdev (NICE operator) is the private transportation company contracted to operate and manage the Nassau Inter-County Express (NICE) bus system in Nassau County, New York.
-
D.
Transdev (historical and significant shareholding)
Transdev is a major international public transport operator, historically backed by significant shareholding from Caisse des Dépôts et Consignations.
-
E.
Go-Ahead Group
Go-Ahead Group is a major British public transport operator that runs bus and rail services in the UK and internationally.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transdev North America Target entity description: Transdev North America is a major private public-transportation operator that manages and operates bus, rail, and paratransit services for transit agencies across the United States and Canada.
-
A.
Transdev Australasia
Transdev Australasia is a major public transport operator in Australia and New Zealand, running services such as buses, trains, light rail, and ferries across multiple cities.
-
B.
Transdev Rouen
Transdev Rouen is the local public transport company responsible for operating Rouen’s urban transit network, including its tramway system.
-
C.
Transdev (NICE operator)
Transdev (NICE operator) is the private transportation company contracted to operate and manage the Nassau Inter-County Express (NICE) bus system in Nassau County, New York.
-
D.
Transdev (historical and significant shareholding)
Transdev is a major international public transport operator, historically backed by significant shareholding from Caisse des Dépôts et Consignations.
-
E.
Go-Ahead Group
Go-Ahead Group is a major British public transport operator that runs bus and rail services in the UK and internationally.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f194caaf208190931923744692180d |
completed | April 29, 2026, 5:19 a.m. |
Created at: April 17, 2026, 4:11 p.m.