Triple

T3722974
Position Surface form Disambiguated ID Type / Status
Subject Dumfries and Galloway E81680 entity
Predicate containsRailStation P918 FINISHED
Object Dumfries railway station
Dumfries railway station is a historic rail station in the town of Dumfries, Scotland, serving as a key stop on the Glasgow–Carlisle line.
E382477 NE FINISHED

How this triple was built (5 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: Dumfries railway station | Statement: [Dumfries and Galloway, containsRailStation, Dumfries railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dumfries railway station
Context triple: [Dumfries and Galloway, containsRailStation, Dumfries railway station]
  • A. Dunfermline City railway station
    Dunfermline City railway station is a rail transport hub in Dunfermline, Fife, Scotland, serving local and regional passenger services.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Kirkcaldy railway station
    Kirkcaldy railway station is a key rail stop in the town of Kirkcaldy, Fife, Scotland, providing regional and commuter services on the east coast of the country.
  • 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: Dumfries railway station
Triple: [Dumfries and Galloway, containsRailStation, Dumfries railway station]
Generated description
Dumfries railway station is a historic rail station in the town of Dumfries, Scotland, serving as a key stop on the Glasgow–Carlisle line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dumfries railway station
Target entity description: Dumfries railway station is a historic rail station in the town of Dumfries, Scotland, serving as a key stop on the Glasgow–Carlisle line.
  • A. Dunfermline City railway station
    Dunfermline City railway station is a rail transport hub in Dunfermline, Fife, Scotland, serving local and regional passenger services.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Kirkcaldy railway station
    Kirkcaldy railway station is a key rail stop in the town of Kirkcaldy, Fife, Scotland, providing regional and commuter services on the east coast of the country.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsRailStation
Context triple: [Dumfries and Galloway, containsRailStation, Dumfries railway station]
  • A. hasRailStation
    Indicates that one entity possesses, contains, or is served by a rail station.
  • B. hasRailwayStation chosen
    Indicates that a place or location is served by, or contains, a railway station.
  • C. hasRailFacility
    Indicates that an entity possesses or is served by a rail-related facility, such as a railway station, terminal, or yard.
  • D. railwayStationInstanceOf
    Indicates that a given railway station is an instance of a specified class or type of railway station.
  • E. railwayStationFor
    Indicates a relationship where a railway station serves, is designated for, or primarily associated with a particular place, line, or service.
  • F. None of above.

Provenance (6 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_69ad8b1b7ef081908d2d381bbf54985a completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adca9ea1688190b3b8414d77960e8f completed March 8, 2026, 7:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce1b25088190958c427c932641e1 completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cee2a2d88190b3a82610b6ab3488 completed March 14, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69b4cf3be5988190a049d8896e94b2b0 completed March 14, 2026, 3 a.m.
PD Predicate disambiguation batch_69adc0436e508190909ec4a3e8443aef completed March 8, 2026, 6:30 p.m.
Created at: March 8, 2026, 3:34 p.m.