Triple

T3119441
Position Surface form Disambiguated ID Type / Status
Subject Borderlands Line E65144 entity
Predicate hasStation P35 FINISHED
Object 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.
 E330080 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: Neston railway station | Statement: [Borderlands Line, hasStation, Neston railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neston railway station
Context triple: [Borderlands Line, hasStation, Neston railway station]
  • A. Clacton-on-Sea railway station
    Clacton-on-Sea railway station is the main rail terminus serving the seaside town of Clacton-on-Sea in Essex, England, providing passenger services to and from London and surrounding areas.
  • B. Rossett railway station
    Rossett railway station is a former railway stop in Wrexham County Borough, Wales, that once provided local passenger services on the route between Shrewsbury and Chester.
  • C. North Berwick railway station
    North Berwick railway station is a key terminus on the North Berwick Line in East Lothian, Scotland, providing regular commuter rail services to and from Edinburgh.
  • D. Southport railway station
    Southport railway station is a coastal terminus in Merseyside, England, serving as a key hub for commuter and leisure rail services, particularly on the Merseyrail network.
  • E. Penmere railway station
    Penmere railway station is a small suburban stop on the Maritime Line serving the town of Falmouth in Cornwall, 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: Neston railway station
Triple: [Borderlands Line, hasStation, Neston railway station]
Generated description
Neston railway station is a small passenger rail stop in Neston, Cheshire, England, serving local services on the Borderlands Line between Wrexham and Bidston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neston railway station
Target entity description: Neston railway station is a small passenger rail stop in Neston, Cheshire, England, serving local services on the Borderlands Line between Wrexham and Bidston.
  • A. Clacton-on-Sea railway station
    Clacton-on-Sea railway station is the main rail terminus serving the seaside town of Clacton-on-Sea in Essex, England, providing passenger services to and from London and surrounding areas.
  • B. Rossett railway station
    Rossett railway station is a former railway stop in Wrexham County Borough, Wales, that once provided local passenger services on the route between Shrewsbury and Chester.
  • C. North Berwick railway station
    North Berwick railway station is a key terminus on the North Berwick Line in East Lothian, Scotland, providing regular commuter rail services to and from Edinburgh.
  • D. Southport railway station
    Southport railway station is a coastal terminus in Merseyside, England, serving as a key hub for commuter and leisure rail services, particularly on the Merseyrail network.
  • E. Penmere railway station
    Penmere railway station is a small suburban stop on the Maritime Line serving the town of Falmouth in Cornwall, 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada4eb6a6081909df41f67999eb4ff completed March 8, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f67b80c8190849581cf1829d840 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2135f05c88190b926556828a038ac completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b214268d588190996d909297baaffc completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.