Triple

T2012487
Position Surface form Disambiguated ID Type / Status
Subject Glasgow Central railway station E43717 entity
Predicate connectsTo P845 FINISHED
Object Neilston
Neilston is a village in East Renfrewshire, Scotland, situated southwest of Glasgow and known historically for its textile industry and commuter links to the city.
 E308823 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: Neilston | Statement: [Glasgow Central railway station, connectsTo, Neilston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neilston
Context triple: [Glasgow Central railway station, connectsTo, Neilston]
  • A. Mauchline
    Mauchline is a village in East Ayrshire, Scotland, best known for its close association with the poet Robert Burns, who lived and wrote there.
  • B. Shotts
    Shotts is a small town in central Scotland known historically for its coal mining and industrial heritage.
  • C. Girvan
    Girvan is a coastal town in South Ayrshire, Scotland, known historically as a fishing port and seaside resort on the Firth of Clyde.
  • D. Cumnock
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • E. Coatbridge
    Coatbridge is a town in North Lanarkshire, Scotland, historically known for its heavy industry and ironworks during the 19th century.
  • 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: Neilston
Triple: [Glasgow Central railway station, connectsTo, Neilston]
Generated description
Neilston is a village in East Renfrewshire, Scotland, situated southwest of Glasgow and known historically for its textile industry and commuter links to the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neilston
Target entity description: Neilston is a village in East Renfrewshire, Scotland, situated southwest of Glasgow and known historically for its textile industry and commuter links to the city.
  • A. Mauchline
    Mauchline is a village in East Ayrshire, Scotland, best known for its close association with the poet Robert Burns, who lived and wrote there.
  • B. Shotts
    Shotts is a small town in central Scotland known historically for its coal mining and industrial heritage.
  • C. Girvan
    Girvan is a coastal town in South Ayrshire, Scotland, known historically as a fishing port and seaside resort on the Firth of Clyde.
  • D. Cumnock
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • E. Coatbridge
    Coatbridge is a town in North Lanarkshire, Scotland, historically known for its heavy industry and ironworks during the 19th century.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b2ed6c8190ad51f0af90db2a02 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0559265388190b070de8b92c6e95b completed March 10, 2026, 5:32 p.m.
NEDg Description generation batch_69b05f7e78e8819095185f170ca26bda completed March 10, 2026, 6:14 p.m.
NED2 Entity disambiguation (via description) batch_69b0617a21a881909a0f52268a2494a6 completed March 10, 2026, 6:22 p.m.
Created at: March 4, 2026, 7:37 p.m.