Triple

T16730138
Position Surface form Disambiguated ID Type / Status
Subject Glasgow city bus network E406565 entity
Predicate hasOperator P179 FINISHED
Object Stagecoach West Scotland E510379 NE FINISHED

How this triple was built (2 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 West Scotland | Statement: [Glasgow city bus network, hasOperator, Stagecoach West Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stagecoach West Scotland
Context triple: [Glasgow city bus network, hasOperator, Stagecoach West Scotland]
  • A. Stagecoach West Scotland chosen
    Stagecoach West Scotland is a regional bus operator in western Scotland, providing local and interurban public transport services as part of the wider Stagecoach Group network.
  • B. Stagecoach East Scotland
    Stagecoach East Scotland is a regional bus operator in eastern Scotland providing local and intercity public transport services as part of the wider Stagecoach Group.
  • C. 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.
  • D. 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.
  • E. Stagecoach Midlands
    Stagecoach Midlands is a regional bus operator in the English Midlands, providing local and interurban bus services as part of the wider Stagecoach public transport network.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3874ad5b481908199e4d99ac4225e completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d4a94688190aabe56c34e8cc2c3 completed May 10, 2026, 2:59 p.m.
Created at: April 10, 2026, 5:20 a.m.