Triple

T4840271
Position Surface form Disambiguated ID Type / Status
Subject Swansea bus station E108160 entity
Predicate hasBusOperator P14541 FINISHED
Object Stagecoach South Wales
Stagecoach South Wales is a regional bus operator in South Wales that runs local and interurban bus services across cities and towns including Swansea.
 E474252 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: Stagecoach South Wales | Statement: [Swansea bus station, hasBusOperator, Stagecoach South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stagecoach South Wales
Context triple: [Swansea bus station, hasBusOperator, Stagecoach South Wales]
  • A. Stagecoach East
    Stagecoach East is a regional bus operator in eastern England that runs local and interurban services, including routes on the Cambridge Guided Busway.
  • B. Stagecoach East Midlands
    Stagecoach East Midlands is a regional division of the Stagecoach Group that operates local and intercity bus services across the East Midlands area of England.
  • C. Stagecoach
    Stagecoach is a landmark 1939 American Western film directed by John Ford that helped elevate the genre and launched John Wayne to stardom.
  • D. The Stradey
    The Stradey is the colloquial name for Stradey Park, the historic former rugby union stadium in Llanelli, Wales, long associated with Llanelli RFC and the Scarlets.
  • E. Stagecoach Manchester
    Stagecoach Manchester is a major bus operator in Greater Manchester, England, running extensive local and regional bus services across the area.
  • 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: Stagecoach South Wales
Triple: [Swansea bus station, hasBusOperator, Stagecoach South Wales]
Generated description
Stagecoach South Wales is a regional bus operator in South Wales that runs local and interurban bus services across cities and towns including Swansea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stagecoach South Wales
Target entity description: Stagecoach South Wales is a regional bus operator in South Wales that runs local and interurban bus services across cities and towns including Swansea.
  • A. Stagecoach East
    Stagecoach East is a regional bus operator in eastern England that runs local and interurban services, including routes on the Cambridge Guided Busway.
  • B. Stagecoach East Midlands
    Stagecoach East Midlands is a regional division of the Stagecoach Group that operates local and intercity bus services across the East Midlands area of England.
  • C. Stagecoach
    Stagecoach is a landmark 1939 American Western film directed by John Ford that helped elevate the genre and launched John Wayne to stardom.
  • D. The Stradey
    The Stradey is the colloquial name for Stradey Park, the historic former rugby union stadium in Llanelli, Wales, long associated with Llanelli RFC and the Scarlets.
  • E. Stagecoach Manchester
    Stagecoach Manchester is a major bus operator in Greater Manchester, England, running extensive local and regional bus services across the area.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cfbfbb08190b4580ebb2eb845b2 completed March 20, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cca17d881909a58c84549633701 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be5fc3972c8190bb6be7c16b785bb5 completed March 21, 2026, 9:07 a.m.
NED2 Entity disambiguation (via description) batch_69be60613bb48190bf7cbb7a8e671753 completed March 21, 2026, 9:09 a.m.
Created at: March 20, 2026, 1:25 p.m.