Triple
T22236230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Govia |
E549600
|
entity |
| Predicate | parentCompany |
P254
|
FINISHED |
| Object |
The Go-Ahead Group
The Go-Ahead Group is a major British transport company that operates bus and rail services in the UK and internationally.
|
E1526273
|
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: The Go-Ahead Group | Statement: [Govia, parentCompany, The Go-Ahead Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Go-Ahead Group Context triple: [Govia, parentCompany, The Go-Ahead Group]
-
A.
FirstGroup
FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
-
B.
Oxford Bus Company
Oxford Bus Company is a major bus operator providing local and intercity bus services in and around Oxford, England.
-
C.
Keolis Commuter Services
Keolis Commuter Services is a private transportation company that operates commuter rail services under contract, notably running the Massachusetts Bay Transportation Authority (MBTA) commuter rail network in the Greater Boston area.
-
D.
Scottish Transport Group
The Scottish Transport Group was a state-owned body that oversaw and coordinated major bus and ferry services across Scotland in the latter half of the 20th century.
-
E.
KeolisAmey Wales
KeolisAmey Wales was the train operating company that took over the Wales and Borders rail franchise from Arriva Trains Wales, providing passenger rail services across Wales and parts of England.
- 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: The Go-Ahead Group Triple: [Govia, parentCompany, The Go-Ahead Group]
Generated description
The Go-Ahead Group is a major British transport company that operates bus and rail services in the UK and internationally.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Go-Ahead Group Target entity description: The Go-Ahead Group is a major British transport company that operates bus and rail services in the UK and internationally.
-
A.
FirstGroup
FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
-
B.
Oxford Bus Company
Oxford Bus Company is a major bus operator providing local and intercity bus services in and around Oxford, England.
-
C.
Keolis Commuter Services
Keolis Commuter Services is a private transportation company that operates commuter rail services under contract, notably running the Massachusetts Bay Transportation Authority (MBTA) commuter rail network in the Greater Boston area.
-
D.
Scottish Transport Group
The Scottish Transport Group was a state-owned body that oversaw and coordinated major bus and ferry services across Scotland in the latter half of the 20th century.
-
E.
KeolisAmey Wales
KeolisAmey Wales was the train operating company that took over the Wales and Borders rail franchise from Arriva Trains Wales, providing passenger rail services across Wales and parts of England.
- 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_69e11e4102b881909cf47d3768e25c19 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12bf7b1d8819091087dcfdb2e967c |
completed | April 28, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aae7b808c819091638601515b9737 |
completed | May 18, 2026, 6:15 a.m. |
| NEDg | Description generation | batch_6a0ab14691dc81909765edd58c3dd719 |
completed | May 18, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab21edc4c8190b48a21e9594e6d35 |
completed | May 18, 2026, 6:30 a.m. |
Created at: April 16, 2026, 8:38 p.m.