Triple
T5290814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Go-Ahead Nordic |
E119735
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Go-Ahead Norge
Go-Ahead Norge is a Norwegian railway operator running passenger train services under the British-owned Go-Ahead Group’s Nordic division.
|
E119735
|
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: Go-Ahead Norge | Statement: [Go-Ahead Nordic, hasSubsidiary, Go-Ahead Norge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Go-Ahead Norge Context triple: [Go-Ahead Nordic, hasSubsidiary, Go-Ahead Norge]
-
A.
Go-Ahead Nordic
Go-Ahead Nordic is a Scandinavian rail operator that runs passenger train services in Norway, including routes serving major hubs like Oslo Central Station.
-
B.
Go-Ahead Group
Go-Ahead Group is a major British public transport operator that runs bus and rail services in the UK and internationally.
-
C.
Ruter
Ruter is the public transport authority responsible for planning, coordinating, and managing bus, tram, metro, and some ferry services in Oslo and parts of Viken, Norway.
-
D.
Hurtigruten AS
Hurtigruten AS is a Norwegian cruise and ferry company best known for operating passenger and cargo voyages along Norway’s coastal and expedition routes.
-
E.
Metro Service A/S
Metro Service A/S is the company responsible for operating and managing the Copenhagen Metro system in Denmark.
- 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: Go-Ahead Norge Triple: [Go-Ahead Nordic, hasSubsidiary, Go-Ahead Norge]
Generated description
Go-Ahead Norge is a Norwegian railway operator running passenger train services under the British-owned Go-Ahead Group’s Nordic division.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Go-Ahead Norge Target entity description: Go-Ahead Norge is a Norwegian railway operator running passenger train services under the British-owned Go-Ahead Group’s Nordic division.
-
A.
Go-Ahead Nordic
chosen
Go-Ahead Nordic is a Scandinavian rail operator that runs passenger train services in Norway, including routes serving major hubs like Oslo Central Station.
-
B.
Go-Ahead Group
Go-Ahead Group is a major British public transport operator that runs bus and rail services in the UK and internationally.
-
C.
Ruter
Ruter is the public transport authority responsible for planning, coordinating, and managing bus, tram, metro, and some ferry services in Oslo and parts of Viken, Norway.
-
D.
Hurtigruten AS
Hurtigruten AS is a Norwegian cruise and ferry company best known for operating passenger and cargo voyages along Norway’s coastal and expedition routes.
-
E.
Metro Service A/S
Metro Service A/S is the company responsible for operating and managing the Copenhagen Metro system in Denmark.
- F. None of above.
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_69bd446de5648190b313a90bd96730d2 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84eac7b88190900142bd1310c0fd |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10dfc2948190b65f5e4c9388a5cb |
completed | March 21, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_69bf11d5d22c819090bb78a9a5a941b6 |
completed | March 21, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf124135f88190b4be475a4feecbad |
completed | March 21, 2026, 9:48 p.m. |
Created at: March 20, 2026, 1:52 p.m.