Triple

T21564933
Position Surface form Disambiguated ID Type / Status
Subject ScotRail Class 385 E532137 entity
Predicate route P5619 FINISHED
Object Glasgow–Stirling–Alloa — NE NERFINISHED

How this triple was built (3 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: Glasgow–Stirling–Alloa | Statement: [ScotRail Class 385, route, Glasgow–Stirling–Alloa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Glasgow–Stirling–Alloa
Context triple: [ScotRail Class 385, route, Glasgow–Stirling–Alloa]
  • A. Glasgow and Greenock
    Glasgow and Greenock are two towns in western Scotland historically linked by major transport routes and maritime trade along the River Clyde.
  • B. Glasgow–Inverness
    Glasgow–Inverness is a major inter-city rail route in Scotland linking the country’s largest city, Glasgow, with the Highland city of Inverness through central and Highland landscapes.
  • C. Stirling and Falkirk
    Stirling and Falkirk is a lieutenancy area in central Scotland that encompasses the historic towns and surrounding regions of Stirling and Falkirk.
  • D. Glasgow North East
    Glasgow North East is a parliamentary constituency in the city of Glasgow, Scotland, represented in the UK House of Commons.
  • E. Airdrie and Shotts
    Airdrie and Shotts is a UK parliamentary constituency in North Lanarkshire, Scotland, covering the town of Airdrie, the area around Shotts, and several surrounding communities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Glasgow–Stirling–Alloa
Target entity description: Glasgow–Stirling–Alloa is a central Scotland railway corridor linking Glasgow with the cities of Stirling and Alloa, serving as a key commuter and regional passenger route.
  • A. Glasgow and Greenock
    Glasgow and Greenock are two towns in western Scotland historically linked by major transport routes and maritime trade along the River Clyde.
  • B. Glasgow–Inverness
    Glasgow–Inverness is a major inter-city rail route in Scotland linking the country’s largest city, Glasgow, with the Highland city of Inverness through central and Highland landscapes.
  • C. Stirling and Falkirk
    Stirling and Falkirk is a lieutenancy area in central Scotland that encompasses the historic towns and surrounding regions of Stirling and Falkirk.
  • D. Glasgow North East
    Glasgow North East is a parliamentary constituency in the city of Glasgow, Scotland, represented in the UK House of Commons.
  • E. Airdrie and Shotts
    Airdrie and Shotts is a UK parliamentary constituency in North Lanarkshire, Scotland, covering the town of Airdrie, the area around Shotts, and several surrounding communities.
  • F. None of above. chosen

Provenance (2 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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eed2e777c881908de84493fa939ff3 completed April 27, 2026, 3:07 a.m.
Created at: April 16, 2026, 6:30 p.m.