Triple

T7943785
Position Surface form Disambiguated ID Type / Status
Subject Preston to Blackpool North line E184449 entity
Predicate hasStation P35 FINISHED
Object Kirkham and Wesham railway station
Kirkham and Wesham railway station is a local rail stop in Lancashire, England, serving the towns of Kirkham and Wesham with regional services between Preston and the Fylde coast.
 E699560 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: Kirkham and Wesham railway station | Statement: [Preston to Blackpool North line, hasStation, Kirkham and Wesham railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kirkham and Wesham railway station
Context triple: [Preston to Blackpool North line, hasStation, Kirkham and Wesham railway station]
  • A. Kingham railway station
    Kingham railway station is a rural train station in Oxfordshire, England, serving the village of Kingham and surrounding Cotswold communities on the Cotswold Line.
  • B. Kirknewton railway station
    Kirknewton railway station is a rural train station in the village of Kirknewton, Scotland, serving local and regional rail services in West Lothian.
  • C. Hucknall railway station
    Hucknall railway station is a local rail stop in Hucknall, Nottinghamshire, England, providing regional train services and connections for the town’s residents and visitors.
  • D. Mirfield railway station
    Mirfield railway station is a small commuter and regional rail station in Mirfield, West Yorkshire, England, served by trains connecting local towns and cities across the region.
  • E. Haltwhistle railway station
    Haltwhistle railway station is a small rural station in Northumberland, England, serving the town of Haltwhistle on the route between Newcastle and Carlisle.
  • 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: Kirkham and Wesham railway station
Triple: [Preston to Blackpool North line, hasStation, Kirkham and Wesham railway station]
Generated description
Kirkham and Wesham railway station is a local rail stop in Lancashire, England, serving the towns of Kirkham and Wesham with regional services between Preston and the Fylde coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kirkham and Wesham railway station
Target entity description: Kirkham and Wesham railway station is a local rail stop in Lancashire, England, serving the towns of Kirkham and Wesham with regional services between Preston and the Fylde coast.
  • A. Kingham railway station
    Kingham railway station is a rural train station in Oxfordshire, England, serving the village of Kingham and surrounding Cotswold communities on the Cotswold Line.
  • B. Kirknewton railway station
    Kirknewton railway station is a rural train station in the village of Kirknewton, Scotland, serving local and regional rail services in West Lothian.
  • C. Hucknall railway station
    Hucknall railway station is a local rail stop in Hucknall, Nottinghamshire, England, providing regional train services and connections for the town’s residents and visitors.
  • D. Mirfield railway station
    Mirfield railway station is a small commuter and regional rail station in Mirfield, West Yorkshire, England, served by trains connecting local towns and cities across the region.
  • E. Haltwhistle railway station
    Haltwhistle railway station is a small rural station in Northumberland, England, serving the town of Haltwhistle on the route between Newcastle and Carlisle.
  • 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_69ca8291c2008190b1b8832c87814bcf completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b0e84448190a7e8e0749776a592 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c175bd88190bdc0303bc0df90d8 completed March 31, 2026, 5:31 a.m.
NEDg Description generation batch_69cb7635a0e48190ae8c3f6993df3ad2 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb663d3a48190bc62f7a04bc6a1bb completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:09 p.m.