Triple

T4971508
Position Surface form Disambiguated ID Type / Status
Subject Glasgow South Western Line E111661 entity
Predicate hasStation P35 FINISHED
Object Auchinleck railway station
Auchinleck railway station is a local rail stop in East Ayrshire, Scotland, providing passenger services on routes between Glasgow and southwestern destinations.
 E483727 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: Auchinleck railway station | Statement: [Glasgow South Western Line, hasStation, Auchinleck railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Auchinleck railway station
Context triple: [Glasgow South Western Line, hasStation, Auchinleck railway station]
  • A. Lochinvar railway station
    Lochinvar railway station is a regional train station in New South Wales, Australia, serving the village of Lochinvar on the Main Northern line.
  • B. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • C. Dalmuir railway station
    Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
  • D. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • E. Linlithgow railway station
    Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway 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: Auchinleck railway station
Triple: [Glasgow South Western Line, hasStation, Auchinleck railway station]
Generated description
Auchinleck railway station is a local rail stop in East Ayrshire, Scotland, providing passenger services on routes between Glasgow and southwestern destinations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Auchinleck railway station
Target entity description: Auchinleck railway station is a local rail stop in East Ayrshire, Scotland, providing passenger services on routes between Glasgow and southwestern destinations.
  • A. Lochinvar railway station
    Lochinvar railway station is a regional train station in New South Wales, Australia, serving the village of Lochinvar on the Main Northern line.
  • B. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • C. Dalmuir railway station
    Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
  • D. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • E. Linlithgow railway station
    Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway 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_69bd441a0eb481908050fa4273b19eae completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7213bf0081909b3c496f1804dc4c completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81fa9108819089a6258e3a88f0cb completed March 21, 2026, 11:33 a.m.
NEDg Description generation batch_69be8386d2fc8190a450b42dd5ac6963 completed March 21, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69be841d148881908aa53953bd2eb024 completed March 21, 2026, 11:42 a.m.
Created at: March 20, 2026, 1:33 p.m.