Triple

T8976713
Position Surface form Disambiguated ID Type / Status
Subject Cumbernauld E214408 entity
Predicate hasRailwayStation P918 FINISHED
Object Greenfaulds railway station
Greenfaulds railway station is a suburban rail stop serving the Greenfaulds area of Cumbernauld in North Lanarkshire, Scotland, providing commuter links to Glasgow and other destinations.
 E769025 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: Greenfaulds railway station | Statement: [Cumbernauld, hasRailwayStation, Greenfaulds railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greenfaulds railway station
Context triple: [Cumbernauld, hasRailwayStation, Greenfaulds railway station]
  • A. Fauldhouse railway station
    Fauldhouse railway station is a small passenger railway stop serving the village of Fauldhouse in West Lothian, Scotland, on the Shotts Line between Glasgow and Edinburgh.
  • B. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • C. Fairbourne Station
    Fairbourne Station is a light rail station on Utah's TRAX system serving the Fairbourne Station mixed-use development in West Valley City.
  • D. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • E. Falkirk Grahamston railway station
    Falkirk Grahamston railway station is a central rail hub in the Scottish town of Falkirk, providing regional and intercity services on key routes between Glasgow, Edinburgh, and the north of Scotland.
  • 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: Greenfaulds railway station
Triple: [Cumbernauld, hasRailwayStation, Greenfaulds railway station]
Generated description
Greenfaulds railway station is a suburban rail stop serving the Greenfaulds area of Cumbernauld in North Lanarkshire, Scotland, providing commuter links to Glasgow and other destinations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Greenfaulds railway station
Target entity description: Greenfaulds railway station is a suburban rail stop serving the Greenfaulds area of Cumbernauld in North Lanarkshire, Scotland, providing commuter links to Glasgow and other destinations.
  • A. Fauldhouse railway station
    Fauldhouse railway station is a small passenger railway stop serving the village of Fauldhouse in West Lothian, Scotland, on the Shotts Line between Glasgow and Edinburgh.
  • B. Milngavie railway station
    Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
  • C. Fairbourne Station
    Fairbourne Station is a light rail station on Utah's TRAX system serving the Fairbourne Station mixed-use development in West Valley City.
  • D. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • E. Falkirk Grahamston railway station
    Falkirk Grahamston railway station is a central rail hub in the Scottish town of Falkirk, providing regional and intercity services on key routes between Glasgow, Edinburgh, and the north of Scotland.
  • 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_69ca839ea8b88190922c6a326ffcc0d3 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6786c880819088393bb107a7364c completed April 1, 2026, 12:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc96aa46c81908b95a23fd2b4da57 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfca00ffa08190ad66fb99572a6275 completed April 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69cfca84937881909707497d733218e5 completed April 3, 2026, 2:11 p.m.
Created at: March 30, 2026, 7:02 p.m.