Triple

T9369147
Position Surface form Disambiguated ID Type / Status
Subject Maryhill E225484 entity
Predicate servedBy P82 FINISHED
Object Gilshochill railway station
Gilshochill railway station is a suburban rail stop in Glasgow, Scotland, providing local train services on the Maryhill Line.
E795079 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: Gilshochill railway station | Statement: [Maryhill, servedBy, Gilshochill railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gilshochill railway station
Context triple: [Maryhill, servedBy, Gilshochill railway station]
  • A. Scone Railway Station
    Scone Railway Station is a historic railway station in Scone, New South Wales, Australia, recognized for its heritage-listed architecture and role in the region’s rail network.
  • B. Glencairn station
    Glencairn station is a subway station on Toronto’s Line 1 Yonge–University, serving the Glen Park neighborhood in the city’s north end.
  • C. Bellshill railway station
    Bellshill railway station is a rail transport facility serving the town of Bellshill in North Lanarkshire, Scotland, providing passenger services on regional and commuter routes.
  • D. Campbell Hall station
    Campbell Hall station is a commuter rail stop in Orange County, New York, served by Metro-North Railroad’s Port Jervis Line.
  • E. Bellach railway station
    Bellach railway station is a local Swiss railway stop in the municipality of Bellach in the canton of Solothurn, serving regional passenger services.
  • 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: Gilshochill railway station
Triple: [Maryhill, servedBy, Gilshochill railway station]
Generated description
Gilshochill railway station is a suburban rail stop in Glasgow, Scotland, providing local train services on the Maryhill Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gilshochill railway station
Target entity description: Gilshochill railway station is a suburban rail stop in Glasgow, Scotland, providing local train services on the Maryhill Line.
  • A. Scone Railway Station
    Scone Railway Station is a historic railway station in Scone, New South Wales, Australia, recognized for its heritage-listed architecture and role in the region’s rail network.
  • B. Glencairn station
    Glencairn station is a subway station on Toronto’s Line 1 Yonge–University, serving the Glen Park neighborhood in the city’s north end.
  • C. Bellshill railway station
    Bellshill railway station is a rail transport facility serving the town of Bellshill in North Lanarkshire, Scotland, providing passenger services on regional and commuter routes.
  • D. Campbell Hall station
    Campbell Hall station is a commuter rail stop in Orange County, New York, served by Metro-North Railroad’s Port Jervis Line.
  • E. Bellach railway station
    Bellach railway station is a local Swiss railway stop in the municipality of Bellach in the canton of Solothurn, serving regional passenger services.
  • 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_69ca842cbddc819099d71ecec48cf9e5 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd5080f55c8190bd5ca0dc0a4ea989 completed April 1, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f40961e88190b12ab78edbebd252 completed April 4, 2026, 11:20 a.m.
NEDg Description generation batch_69d0f49e229c8190a91452591aee2414 completed April 4, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69d0f71220588190b97d8fce942fbf50 completed April 4, 2026, 11:33 a.m.
Created at: March 30, 2026, 7:43 p.m.