Triple

T1992039
Position Surface form Disambiguated ID Type / Status
Subject Troon, Scotland E43271 entity
Predicate hasRailwayStation P918 FINISHED
Object Troon railway station
Troon railway station is a coastal rail stop in South Ayrshire, Scotland, serving the town of Troon with passenger services on the Ayrshire Coast Line.
 E222096 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: Troon railway station | Statement: [Troon, Scotland, hasRailwayStation, Troon railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Troon railway station
Context triple: [Troon, Scotland, hasRailwayStation, Troon railway station]
  • A. Tweedbank railway station
    Tweedbank railway station is a terminus on the Borders Railway in the Scottish Borders, serving as a key commuter link between the region and Edinburgh.
  • B. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • C. Muirkirk station
    Muirkirk station is a commuter rail stop in Maryland served by MARC’s Camden Line between Washington, D.C., and Baltimore.
  • D. Carnoustie railway station
    Carnoustie railway station is a rail stop in the coastal town of Carnoustie, Scotland, serving local and regional passenger services on the Dundee–Aberdeen line.
  • E. Dalmeny railway station
    Dalmeny railway station is a suburban rail stop in South Queensferry, Scotland, serving as a key commuter hub for passengers traveling into and out of Edinburgh.
  • 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: Troon railway station
Triple: [Troon, Scotland, hasRailwayStation, Troon railway station]
Generated description
Troon railway station is a coastal rail stop in South Ayrshire, Scotland, serving the town of Troon with passenger services on the Ayrshire Coast Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Troon railway station
Target entity description: Troon railway station is a coastal rail stop in South Ayrshire, Scotland, serving the town of Troon with passenger services on the Ayrshire Coast Line.
  • A. Tweedbank railway station
    Tweedbank railway station is a terminus on the Borders Railway in the Scottish Borders, serving as a key commuter link between the region and Edinburgh.
  • B. Brunstane railway station
    Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
  • C. Muirkirk station
    Muirkirk station is a commuter rail stop in Maryland served by MARC’s Camden Line between Washington, D.C., and Baltimore.
  • D. Carnoustie railway station
    Carnoustie railway station is a rail stop in the coastal town of Carnoustie, Scotland, serving local and regional passenger services on the Dundee–Aberdeen line.
  • E. Dalmeny railway station
    Dalmeny railway station is a suburban rail stop in South Queensferry, Scotland, serving as a key commuter hub for passengers traveling into and out of Edinburgh.
  • 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_69a88714cf2c819081644be450b8356e completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb846f1c0819081edd8d5eb59adce completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0338631c8190a8c7e5177ac473a8 completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03d3c3048190bf9c476bea8c4c1e completed March 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69ae0480bf9081909ee1ba5d5c805ab3 completed March 8, 2026, 11:21 p.m.
Created at: March 4, 2026, 7:37 p.m.