Triple

T2738396
Position Surface form Disambiguated ID Type / Status
Subject Dunkeld E60686 entity
Predicate transport P230 FINISHED
Object Dunkeld and Birnam railway station
Dunkeld and Birnam railway station is a rural rail stop in Perth and Kinross, Scotland, serving the twin villages of Dunkeld and Birnam on the Highland Main Line.
 E295616 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: Dunkeld and Birnam railway station | Statement: [Dunkeld, transport, Dunkeld and Birnam railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dunkeld and Birnam railway station
Context triple: [Dunkeld, transport, Dunkeld and Birnam railway station]
  • A. Dunfermline Town railway station
    Dunfermline Town railway station is a passenger rail station serving the town of Dunfermline in Fife, Scotland, on the Fife Circle Line.
  • B. Dunfermline Queen Margaret railway station
    Dunfermline Queen Margaret railway station is a suburban rail station serving the town of Dunfermline in Fife, Scotland, on the Fife Circle Line.
  • C. 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.
  • D. Dunfermline City railway station
    Dunfermline City railway station is a rail transport hub in Dunfermline, Fife, Scotland, serving local and regional passenger services.
  • E. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • 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: Dunkeld and Birnam railway station
Triple: [Dunkeld, transport, Dunkeld and Birnam railway station]
Generated description
Dunkeld and Birnam railway station is a rural rail stop in Perth and Kinross, Scotland, serving the twin villages of Dunkeld and Birnam on the Highland Main Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dunkeld and Birnam railway station
Target entity description: Dunkeld and Birnam railway station is a rural rail stop in Perth and Kinross, Scotland, serving the twin villages of Dunkeld and Birnam on the Highland Main Line.
  • A. Dunfermline Town railway station
    Dunfermline Town railway station is a passenger rail station serving the town of Dunfermline in Fife, Scotland, on the Fife Circle Line.
  • B. Dunfermline Queen Margaret railway station
    Dunfermline Queen Margaret railway station is a suburban rail station serving the town of Dunfermline in Fife, Scotland, on the Fife Circle Line.
  • C. 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.
  • D. Dunfermline City railway station
    Dunfermline City railway station is a rail transport hub in Dunfermline, Fife, Scotland, serving local and regional passenger services.
  • E. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb147a588190829b74fe05b3a114 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc607d88190bc35ce56ac26dbf9 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbce109f48190be1a31d9300dbee6 completed March 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69afbda490ac8190bb12598e26b91677 completed March 10, 2026, 6:43 a.m.
Created at: March 6, 2026, 9:56 p.m.