Triple

T18950901
Position Surface form Disambiguated ID Type / Status
Subject Luncarty E463645 entity
Predicate hasNearbyRailwayStation P31869 FINISHED
Object Luncarty railway station
Luncarty railway station was a former railway stop serving the village of Luncarty in Perth and Kinross, Scotland, on the Scottish railway network.
 E1350983 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: Luncarty railway station | Statement: [Luncarty, hasNearbyRailwayStation, Luncarty railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luncarty railway station
Context triple: [Luncarty, hasNearbyRailwayStation, Luncarty railway station]
  • A. Macleod railway station
    Macleod railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the city's metropolitan train network.
  • B. Glencairn station
    Glencairn station is a subway station on Toronto’s Line 1 Yonge–University, serving the Glen Park neighborhood in the city’s north end.
  • C. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • D. Scone Railway Station
    Scone Railway Station is a historic railway station in Scone, New South Wales, Australia, recognized for its heritage-listed architecture and role in the region’s rail network.
  • E. Rannoch railway station
    Rannoch railway station is a remote stop on the West Highland Line in the Scottish Highlands, serving the sparsely populated area around Rannoch Moor.
  • 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: Luncarty railway station
Triple: [Luncarty, hasNearbyRailwayStation, Luncarty railway station]
Generated description
Luncarty railway station was a former railway stop serving the village of Luncarty in Perth and Kinross, Scotland, on the Scottish railway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luncarty railway station
Target entity description: Luncarty railway station was a former railway stop serving the village of Luncarty in Perth and Kinross, Scotland, on the Scottish railway network.
  • A. Macleod railway station
    Macleod railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the city's metropolitan train network.
  • B. Glencairn station
    Glencairn station is a subway station on Toronto’s Line 1 Yonge–University, serving the Glen Park neighborhood in the city’s north end.
  • C. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • D. Scone Railway Station
    Scone Railway Station is a historic railway station in Scone, New South Wales, Australia, recognized for its heritage-listed architecture and role in the region’s rail network.
  • E. Rannoch railway station
    Rannoch railway station is a remote stop on the West Highland Line in the Scottish Highlands, serving the sparsely populated area around Rannoch Moor.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d542b238819089ccd2df279a2f7f completed April 20, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fd2cd4081909f9fa013bb8f2aec completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a161c8e88190a6f9c9abe3314487 completed May 14, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_6a05a1cb500481908608daee7537dd0c completed May 14, 2026, 10:19 a.m.
Created at: April 10, 2026, noon