Triple

T21564932
Position Surface form Disambiguated ID Type / Status
Subject ScotRail Class 385 E532137 entity
Predicate route P5619 FINISHED
Object Edinburgh–Stirling–Dunblane — 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: Edinburgh–Stirling–Dunblane | Statement: [ScotRail Class 385, route, Edinburgh–Stirling–Dunblane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edinburgh–Stirling–Dunblane
Context triple: [ScotRail Class 385, route, Edinburgh–Stirling–Dunblane]
  • A. Edinburgh – Dunblane
    The Edinburgh–Dunblane service is a Scottish rail route connecting the capital city Edinburgh with the town of Dunblane, stopping at intermediate stations along the way.
  • B. 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.
  • C. Fife
    Fife is a small city in Pierce County, Washington, known as a suburban community near Tacoma with significant commercial and industrial activity.
  • D. Fife
    Fife is a historic council area and peninsula on Scotland’s east coast, known for its coastal towns, medieval heritage, and the university city of St Andrews.
  • E. Stirling
    Stirling is a historic Scottish city known for its medieval castle, strategic location, and role in key battles such as Stirling Bridge and Bannockburn.
  • 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: Edinburgh–Stirling–Dunblane
Target entity description: Edinburgh–Stirling–Dunblane is a key electrified rail corridor in central Scotland linking the capital with Stirling and the town of Dunblane, served by frequent commuter and regional trains.
  • A. Edinburgh – Dunblane chosen
    The Edinburgh–Dunblane service is a Scottish rail route connecting the capital city Edinburgh with the town of Dunblane, stopping at intermediate stations along the way.
  • B. 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.
  • C. Fife
    Fife is a small city in Pierce County, Washington, known as a suburban community near Tacoma with significant commercial and industrial activity.
  • D. Fife
    Fife is a historic council area and peninsula on Scotland’s east coast, known for its coastal towns, medieval heritage, and the university city of St Andrews.
  • E. Stirling
    Stirling is a historic Scottish city known for its medieval castle, strategic location, and role in key battles such as Stirling Bridge and Bannockburn.
  • F. None of above.

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.