Triple

T8059696
Position Surface form Disambiguated ID Type / Status
Subject Parkhead, Glasgow E188088 entity
Predicate hasBusCorridor P37810 FINISHED
Object London Road bus corridor
The London Road bus corridor is a major public transport route in Glasgow that provides key bus services connecting the Parkhead area with the city centre and other districts along London Road.
E707229 NE FINISHED

How this triple was built (5 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: London Road bus corridor | Statement: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: London Road bus corridor
Context triple: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
  • A. London Road
    London Road is a major thoroughfare in Edinburgh, Scotland, forming part of the main eastern approach to the city centre.
  • B. London Road
    London Road was the historic name of Manchester Piccadilly railway station, one of the main rail hubs in Manchester, England.
  • C. London Road
    London Road is a street in the Elephant and Castle area of south London, forming part of a major thoroughfare connecting central London with the surrounding districts.
  • D. London Road
    London Road is a main shopping street in Enfield Town, featuring a variety of retail stores and local businesses.
  • E. London Road End
    London Road End is a spectator stand at London Road Stadium, home of Peterborough United Football Club.
  • 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: London Road bus corridor
Triple: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
Generated description
The London Road bus corridor is a major public transport route in Glasgow that provides key bus services connecting the Parkhead area with the city centre and other districts along London Road.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: London Road bus corridor
Target entity description: The London Road bus corridor is a major public transport route in Glasgow that provides key bus services connecting the Parkhead area with the city centre and other districts along London Road.
  • A. London Road
    London Road is a major thoroughfare in Edinburgh, Scotland, forming part of the main eastern approach to the city centre.
  • B. London Road
    London Road was the historic name of Manchester Piccadilly railway station, one of the main rail hubs in Manchester, England.
  • C. London Road
    London Road is a street in the Elephant and Castle area of south London, forming part of a major thoroughfare connecting central London with the surrounding districts.
  • D. London Road
    London Road is a main shopping street in Enfield Town, featuring a variety of retail stores and local businesses.
  • E. London Road End
    London Road End is a spectator stand at London Road Stadium, home of Peterborough United Football Club.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasBusCorridor
Context triple: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
  • A. hasMajorRailCorridor
    Indicates that a location or region is traversed by a primary, high-capacity railway route used for significant passenger or freight transport.
  • B. hasBRTLine chosen
    Indicates that a bus rapid transit (BRT) line is present, operates on, or serves the referenced entity.
  • C. hasBusServices
    Indicates that one location or entity is served by bus routes or bus transportation provided by another.
  • D. hasShuttleLine
    Indicates that there is a shuttle service or route operating between the related entities.
  • E. belongsToUrbanCorridor
    Indicates that something is part of, contained within, or functionally integrated into a continuous urban corridor or urbanized area.
  • F. None of above.

Provenance (6 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_69ca82b2f68881908c50560697e210da completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3fcaa8b8819099267564b6542547 completed March 31, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc572a87788190a92f96f7b9c43f2a completed March 31, 2026, 11:22 p.m.
NEDg Description generation batch_69cc58ee56108190b93f0bf6bbb0321c completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cd36a108190a4aeff02358875f1 completed March 31, 2026, 11:46 p.m.
PD Predicate disambiguation batch_69cb049cd51c8190bb3b0f503e42fa8d completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:25 p.m.