Triple
T6963174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Go-Ahead Group |
E161422
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Brighton & Hove Bus and Coach Company
Brighton & Hove Bus and Coach Company is a major bus operator serving the city of Brighton and Hove and surrounding areas on England’s south coast.
|
E630531
|
NE FINISHED |
How this triple was built (4 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: Brighton & Hove Bus and Coach Company | Statement: [Go-Ahead Group, hasSubsidiary, Brighton & Hove Bus and Coach Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brighton & Hove Bus and Coach Company Context triple: [Go-Ahead Group, hasSubsidiary, Brighton & Hove Bus and Coach Company]
-
A.
First Bus
First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
-
B.
Lothian Buses
Lothian Buses is the primary municipal bus operator serving Edinburgh and the surrounding Lothian region in Scotland.
-
C.
FirstGroup
FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
-
D.
NICE Bus
NICE Bus is a public bus system serving Nassau County and parts of Queens on Long Island, New York, operated under contract by Transdev.
-
E.
Whippet Coaches
Whippet Coaches is a British bus and coach company that operates public transport services, including routes on the Cambridge Guided Busway.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Brighton & Hove Bus and Coach Company Triple: [Go-Ahead Group, hasSubsidiary, Brighton & Hove Bus and Coach Company]
Generated description
Brighton & Hove Bus and Coach Company is a major bus operator serving the city of Brighton and Hove and surrounding areas on England’s south coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brighton & Hove Bus and Coach Company Target entity description: Brighton & Hove Bus and Coach Company is a major bus operator serving the city of Brighton and Hove and surrounding areas on England’s south coast.
-
A.
First Bus
First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
-
B.
Lothian Buses
Lothian Buses is the primary municipal bus operator serving Edinburgh and the surrounding Lothian region in Scotland.
-
C.
FirstGroup
FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
-
D.
NICE Bus
NICE Bus is a public bus system serving Nassau County and parts of Queens on Long Island, New York, operated under contract by Transdev.
-
E.
Whippet Coaches
Whippet Coaches is a British bus and coach company that operates public transport services, including routes on the Cambridge Guided Busway.
- F. None of above. chosen
Provenance (5 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_69c68853cff881908439d488924a8283 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6daf197b0819085bd0433c8a7f716 |
completed | March 27, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7589c587c8190b97523b5ac2ab958 |
completed | March 28, 2026, 4:27 a.m. |
| NEDg | Description generation | batch_69c759553fe081909881c8d2ae680dfe |
completed | March 28, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c759c79de48190bd3e079c07a9158a |
completed | March 28, 2026, 4:32 a.m. |
Created at: March 27, 2026, 2:30 p.m.