Triple

T8678115
Position Surface form Disambiguated ID Type / Status
Subject Metropolitan Borough of Knowsley E205964 entity
Predicate hasRailwayStation P918 FINISHED
Object Whiston railway station
Whiston railway station is a suburban rail stop in Merseyside, England, serving the village of Whiston on the Liverpool–Manchester line.
 E752168 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: Whiston railway station | Statement: [Metropolitan Borough of Knowsley, hasRailwayStation, Whiston railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Whiston railway station
Context triple: [Metropolitan Borough of Knowsley, hasRailwayStation, Whiston railway station]
  • A. Newton-le-Willows railway station
    Newton-le-Willows railway station is a historic rail station in Merseyside, England, serving the town of Newton-le-Willows on the Liverpool–Manchester line.
  • B. Runcorn railway station
    Runcorn railway station is a mainline railway station in Cheshire, England, providing regional and intercity rail services, including connections on the West Coast Main Line.
  • C. Maghull railway station
    Maghull railway station is a suburban rail station in Merseyside, England, serving the town of Maghull on the Merseyrail Northern Line.
  • D. Heswall railway station
    Heswall railway station is a small suburban rail stop in Heswall, Wirral, England, providing local passenger services on the Merseyrail-operated Borderlands Line between Wrexham and Bidston.
  • E. Wallasey Village railway station
    Wallasey Village railway station is a suburban rail station on the Wirral Line of the Merseyrail network serving the Wallasey area in Merseyside, England.
  • 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: Whiston railway station
Triple: [Metropolitan Borough of Knowsley, hasRailwayStation, Whiston railway station]
Generated description
Whiston railway station is a suburban rail stop in Merseyside, England, serving the village of Whiston on the Liverpool–Manchester line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Whiston railway station
Target entity description: Whiston railway station is a suburban rail stop in Merseyside, England, serving the village of Whiston on the Liverpool–Manchester line.
  • A. Newton-le-Willows railway station
    Newton-le-Willows railway station is a historic rail station in Merseyside, England, serving the town of Newton-le-Willows on the Liverpool–Manchester line.
  • B. Runcorn railway station
    Runcorn railway station is a mainline railway station in Cheshire, England, providing regional and intercity rail services, including connections on the West Coast Main Line.
  • C. Maghull railway station
    Maghull railway station is a suburban rail station in Merseyside, England, serving the town of Maghull on the Merseyrail Northern Line.
  • D. Heswall railway station
    Heswall railway station is a small suburban rail stop in Heswall, Wirral, England, providing local passenger services on the Merseyrail-operated Borderlands Line between Wrexham and Bidston.
  • E. Wallasey Village railway station
    Wallasey Village railway station is a suburban rail station on the Wirral Line of the Merseyrail network serving the Wallasey area in Merseyside, England.
  • 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc49f7c2c081909ec93413ceefbb1c completed March 31, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3a98ee881908d546e9a55217792 completed April 2, 2026, 10:54 p.m.
NEDg Description generation batch_69cef8454ebc81909da0b73395f519cc completed April 2, 2026, 11:14 p.m.
NED2 Entity disambiguation (via description) batch_69cef8d198dc819087199a155d081121 completed April 2, 2026, 11:16 p.m.
Created at: March 30, 2026, 6:32 p.m.