Triple

T6401871
Position Surface form Disambiguated ID Type / Status
Subject Keighley E144081 entity
Predicate railwayStation P918 FINISHED
Object Keighley railway station
Keighley railway station is a railway station in West Yorkshire, England, serving the town of Keighley on the Airedale Line and providing connections to both regional and heritage rail services.
E590036 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: Keighley railway station | Statement: [Keighley, railwayStation, Keighley railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keighley railway station
Context triple: [Keighley, railwayStation, Keighley railway station]
  • A. Batley railway station
    Batley railway station is a local rail stop in West Yorkshire, England, providing passenger services on routes connecting Batley with nearby towns and cities such as Leeds and Huddersfield.
  • B. Huddersfield railway station
    Huddersfield railway station is a major historic railway hub in the town of Huddersfield, England, known for its grand neoclassical façade and central role in regional rail services.
  • C. Wakefield Kirkgate railway station
    Wakefield Kirkgate railway station is a main railway station in Wakefield, West Yorkshire, England, providing regional and local train services.
  • D. Barnsley railway station
    Barnsley railway station is the main rail transport hub serving the town of Barnsley in South Yorkshire, England, providing regional and local train services.
  • E. Wakefield station
    Wakefield station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail stop in Wakefield, Massachusetts, serving the Haverhill Line north of Boston.
  • 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: Keighley railway station
Triple: [Keighley, railwayStation, Keighley railway station]
Generated description
Keighley railway station is a railway station in West Yorkshire, England, serving the town of Keighley on the Airedale Line and providing connections to both regional and heritage rail services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keighley railway station
Target entity description: Keighley railway station is a railway station in West Yorkshire, England, serving the town of Keighley on the Airedale Line and providing connections to both regional and heritage rail services.
  • A. Batley railway station
    Batley railway station is a local rail stop in West Yorkshire, England, providing passenger services on routes connecting Batley with nearby towns and cities such as Leeds and Huddersfield.
  • B. Huddersfield railway station
    Huddersfield railway station is a major historic railway hub in the town of Huddersfield, England, known for its grand neoclassical façade and central role in regional rail services.
  • C. Wakefield Kirkgate railway station
    Wakefield Kirkgate railway station is a main railway station in Wakefield, West Yorkshire, England, providing regional and local train services.
  • D. Barnsley railway station
    Barnsley railway station is the main rail transport hub serving the town of Barnsley in South Yorkshire, England, providing regional and local train services.
  • E. Wakefield station
    Wakefield station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail stop in Wakefield, Massachusetts, serving the Haverhill Line north of Boston.
  • 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_69c008dc56fc81908d43ffcc11d73bdd completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c068ade8c881908a0472f1de6b7c21 completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638a37f8c8190a052eeb202b35df3 completed March 27, 2026, 7:58 a.m.
NEDg Description generation batch_69c639eabaf88190bf81112cde6e8e99 completed March 27, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69c63a8738ac8190af0bface4b18eea6 completed March 27, 2026, 8:06 a.m.
Created at: March 22, 2026, 4:35 p.m.