Triple

T9324545
Position Surface form Disambiguated ID Type / Status
Subject Ormskirk E224354 entity
Predicate hasRailwayStation P918 FINISHED
Object Ormskirk railway station
Ormskirk railway station is a regional rail station in Ormskirk, Lancashire, England, serving as a terminus and interchange point between Merseyrail services to Liverpool and Northern services towards Preston.
 E790821 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: Ormskirk railway station | Statement: [Ormskirk, hasRailwayStation, Ormskirk railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ormskirk railway station
Context triple: [Ormskirk, hasRailwayStation, Ormskirk railway station]
  • A. 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.
  • B. Arnside railway station
    Arnside railway station is a small coastal stop on the Furness Line in Cumbria, England, serving the village of Arnside with regional rail connections.
  • C. Runcorn East railway station
    Runcorn East railway station is a suburban rail station in Runcorn, Cheshire, England, serving local and regional passenger services on the Cheshire Lines Committee route.
  • D. 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.
  • E. 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.
  • 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: Ormskirk railway station
Triple: [Ormskirk, hasRailwayStation, Ormskirk railway station]
Generated description
Ormskirk railway station is a regional rail station in Ormskirk, Lancashire, England, serving as a terminus and interchange point between Merseyrail services to Liverpool and Northern services towards Preston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ormskirk railway station
Target entity description: Ormskirk railway station is a regional rail station in Ormskirk, Lancashire, England, serving as a terminus and interchange point between Merseyrail services to Liverpool and Northern services towards Preston.
  • A. 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.
  • B. Arnside railway station
    Arnside railway station is a small coastal stop on the Furness Line in Cumbria, England, serving the village of Arnside with regional rail connections.
  • C. Runcorn East railway station
    Runcorn East railway station is a suburban rail station in Runcorn, Cheshire, England, serving local and regional passenger services on the Cheshire Lines Committee route.
  • D. 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.
  • E. 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.
  • 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_69ca8426d48481909596360f7791c7dd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd36f5c41c81908104c5b30e14827e completed April 1, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c7e13d108190bc3409cf5608d9ad completed April 4, 2026, 8:12 a.m.
NEDg Description generation batch_69d0c8c715488190869d77411a14502b completed April 4, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0c9938ad8819094196104f7ac03bf completed April 4, 2026, 8:19 a.m.
Created at: March 30, 2026, 7:38 p.m.