Triple

T14563201
Position Surface form Disambiguated ID Type / Status
Subject Ainsdale E341717 entity
Predicate hasRailwayStation P918 FINISHED
Object Ainsdale railway station
Ainsdale railway station is a suburban rail stop on the Merseyrail network serving the Ainsdale area of Southport, England.
 E1107199 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: Ainsdale railway station | Statement: [Ainsdale, hasRailwayStation, Ainsdale railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ainsdale railway station
Context triple: [Ainsdale, hasRailwayStation, Ainsdale railway station]
  • A. Workington railway station
    Workington railway station is a coastal rail stop in Cumbria, England, serving the town of Workington on the Cumbrian Coast Line with regional passenger services.
  • B. Neston railway station
    Neston railway station is a small passenger rail stop in Neston, Cheshire, England, serving local services on the Borderlands Line between Wrexham and Bidston.
  • C. Ribblehead railway station
    Ribblehead railway station is a rural stop on England’s historic Settle–Carlisle railway line, known for its proximity to the iconic Ribblehead Viaduct in North Yorkshire.
  • D. Alnwick railway station
    Alnwick railway station was a former railway terminus in Alnwick, Northumberland, England, now best known for housing the large second-hand bookshop Barter Books.
  • E. Seaham railway station
    Seaham railway station is a coastal railway stop in County Durham, England, serving the town of Seaham on the Durham Coast Line.
  • 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: Ainsdale railway station
Triple: [Ainsdale, hasRailwayStation, Ainsdale railway station]
Generated description
Ainsdale railway station is a suburban rail stop on the Merseyrail network serving the Ainsdale area of Southport, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ainsdale railway station
Target entity description: Ainsdale railway station is a suburban rail stop on the Merseyrail network serving the Ainsdale area of Southport, England.
  • A. Workington railway station
    Workington railway station is a coastal rail stop in Cumbria, England, serving the town of Workington on the Cumbrian Coast Line with regional passenger services.
  • B. Neston railway station
    Neston railway station is a small passenger rail stop in Neston, Cheshire, England, serving local services on the Borderlands Line between Wrexham and Bidston.
  • C. Ribblehead railway station
    Ribblehead railway station is a rural stop on England’s historic Settle–Carlisle railway line, known for its proximity to the iconic Ribblehead Viaduct in North Yorkshire.
  • D. Alnwick railway station
    Alnwick railway station was a former railway terminus in Alnwick, Northumberland, England, now best known for housing the large second-hand bookshop Barter Books.
  • E. Seaham railway station
    Seaham railway station is a coastal railway stop in County Durham, England, serving the town of Seaham on the Durham Coast Line.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38afa8881909c9151b7620949ae completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac485688190a2917251a7c8721a completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8d0701208190917a0a4f5e493586 completed May 8, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69fd8da450108190b1ed174db5f100c4 completed May 8, 2026, 7:15 a.m.
Created at: April 10, 2026, 1:23 a.m.