Triple

T19109803
Position Surface form Disambiguated ID Type / Status
Subject Thames Travel E467755 entity
Predicate parentOrganization P254 FINISHED
Object Go-Ahead Oxford Bus Company
Go-Ahead Oxford Bus Company is a major bus operator in Oxfordshire, England, running local and regional bus services as part of the Go-Ahead Group.
E633131 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 Oxford Bus Company | Statement: [Thames Travel, parentOrganization, Go-Ahead Oxford Bus Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Go-Ahead Oxford Bus Company
Context triple: [Thames Travel, parentOrganization, Go-Ahead Oxford Bus Company]
  • A. Oxford Bus Company
    Oxford Bus Company is a major bus operator providing local and intercity bus services in and around Oxford, England.
  • B. First Bus
    First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
  • C. Golden Arrow Bus Services
    Golden Arrow Bus Services is a major public bus operator in Cape Town, South Africa, providing commuter transport across the city and its surrounding suburbs.
  • D. 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.
  • E. FirstGroup
    FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
  • 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 Oxford Bus Company
Triple: [Thames Travel, parentOrganization, Go-Ahead Oxford Bus Company]
Generated description
Go-Ahead Oxford Bus Company is a major bus operator in Oxfordshire, England, running local and regional bus services as part of the Go-Ahead Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Go-Ahead Oxford Bus Company
Target entity description: Go-Ahead Oxford Bus Company is a major bus operator in Oxfordshire, England, running local and regional bus services as part of the Go-Ahead Group.
  • A. Oxford Bus Company chosen
    Oxford Bus Company is a major bus operator providing local and intercity bus services in and around Oxford, England.
  • B. First Bus
    First Bus is a major UK bus operator providing local and regional public transport services in numerous towns and cities.
  • C. Golden Arrow Bus Services
    Golden Arrow Bus Services is a major public bus operator in Cape Town, South Africa, providing commuter transport across the city and its surrounding suburbs.
  • D. 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.
  • E. FirstGroup
    FirstGroup is a major UK-based transport operator that runs bus and rail services across the United Kingdom and North America.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e392ef488190a230b1d2890b2a9d completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f244651c8190a5c0a7ee60243fa3 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f328c18881909948ed66d50b9eae completed May 15, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4f990808190b3b8e21f85d20219 completed May 15, 2026, 10:27 a.m.
Created at: April 10, 2026, 12:04 p.m.