Triple

T2012488
Position Surface form Disambiguated ID Type / Status
Subject Glasgow Central railway station E43717 entity
Predicate connectsTo P845 FINISHED
Object Newton (South Lanarkshire)
Newton (South Lanarkshire) is a suburban area and railway station in South Lanarkshire, Scotland, serving as a commuter hub on the southeastern outskirts of Glasgow.
E225782 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: Newton (South Lanarkshire) | Statement: [Glasgow Central railway station, connectsTo, Newton (South Lanarkshire)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newton (South Lanarkshire)
Context triple: [Glasgow Central railway station, connectsTo, Newton (South Lanarkshire)]
  • A. Cumbernauld
    Cumbernauld is a post-war new town in North Lanarkshire, Scotland, known for its modernist planning and distinctive, often-criticized town centre architecture.
  • B. Coatbridge
    Coatbridge is a town in North Lanarkshire, Scotland, historically known for its heavy industry and ironworks during the 19th century.
  • C. Bishopston
    Bishopston is a coastal village in Swansea, Wales, known for its scenic location near the Gower Peninsula’s cliffs and beaches.
  • D. Newington, Edinburgh
    Newington, Edinburgh is a predominantly residential and student-friendly district just south of Edinburgh’s city centre, known for its Victorian tenements, proximity to the University of Edinburgh, and easy access to cultural and green spaces.
  • E. Hamilton, South Lanarkshire
    Hamilton, South Lanarkshire is a large town in west-central Scotland that serves as the administrative centre of South Lanarkshire and has historic ties to the noble title of the Duke of Hamilton.
  • 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: Newton (South Lanarkshire)
Triple: [Glasgow Central railway station, connectsTo, Newton (South Lanarkshire)]
Generated description
Newton (South Lanarkshire) is a suburban area and railway station in South Lanarkshire, Scotland, serving as a commuter hub on the southeastern outskirts of Glasgow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Newton (South Lanarkshire)
Target entity description: Newton (South Lanarkshire) is a suburban area and railway station in South Lanarkshire, Scotland, serving as a commuter hub on the southeastern outskirts of Glasgow.
  • A. Cumbernauld
    Cumbernauld is a post-war new town in North Lanarkshire, Scotland, known for its modernist planning and distinctive, often-criticized town centre architecture.
  • B. Coatbridge
    Coatbridge is a town in North Lanarkshire, Scotland, historically known for its heavy industry and ironworks during the 19th century.
  • C. Bishopston
    Bishopston is a coastal village in Swansea, Wales, known for its scenic location near the Gower Peninsula’s cliffs and beaches.
  • D. Newington, Edinburgh
    Newington, Edinburgh is a predominantly residential and student-friendly district just south of Edinburgh’s city centre, known for its Victorian tenements, proximity to the University of Edinburgh, and easy access to cultural and green spaces.
  • E. Hamilton, South Lanarkshire
    Hamilton, South Lanarkshire is a large town in west-central Scotland that serves as the administrative centre of South Lanarkshire and has historic ties to the noble title of the Duke of Hamilton.
  • 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_69ae0aea65d881908eb751349a2c23f9 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0bab9d7c8190acde67a6301e18ec completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c2fe1a88190867b1d533d58b7fc completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.