Triple

T109546
Position Surface form Disambiguated ID Type / Status
Subject Fife Circle Line E2214 entity
Predicate hasStation P35 FINISHED
Object Kinghorn railway station
Kinghorn railway station is a coastal railway stop in the town of Kinghorn, Fife, Scotland, providing passenger services on the local commuter and regional network.
 E16126 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: Kinghorn railway station | Statement: [Fife Circle Line, hasStation, Kinghorn railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kinghorn railway station
Context triple: [Fife Circle Line, hasStation, Kinghorn railway station]
  • A. Burntisland railway station
    Burntisland railway station is a coastal railway stop in the town of Burntisland, Fife, Scotland, providing passenger services on regional routes including the Fife Circle.
  • B. Rosyth railway station
    Rosyth railway station is a suburban rail stop in Fife, Scotland, serving the town of Rosyth on the Fife Circle Line.
  • C. 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.
  • D. Inverkeithing railway station
    Inverkeithing railway station is a key rail hub in Fife, Scotland, serving as an important interchange for services across the Fife Circle and routes to Edinburgh and beyond.
  • E. Cardenden railway station
    Cardenden railway station is a local rail stop in the village of Cardenden in Fife, Scotland, providing passenger services on regional routes.
  • 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: Kinghorn railway station
Triple: [Fife Circle Line, hasStation, Kinghorn railway station]
Generated description
Kinghorn railway station is a coastal railway stop in the town of Kinghorn, Fife, Scotland, providing passenger services on the local commuter and regional network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kinghorn railway station
Target entity description: Kinghorn railway station is a coastal railway stop in the town of Kinghorn, Fife, Scotland, providing passenger services on the local commuter and regional network.
  • A. Burntisland railway station
    Burntisland railway station is a coastal railway stop in the town of Burntisland, Fife, Scotland, providing passenger services on regional routes including the Fife Circle.
  • B. Rosyth railway station
    Rosyth railway station is a suburban rail stop in Fife, Scotland, serving the town of Rosyth on the Fife Circle Line.
  • C. 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.
  • D. Inverkeithing railway station
    Inverkeithing railway station is a key rail hub in Fife, Scotland, serving as an important interchange for services across the Fife Circle and routes to Edinburgh and beyond.
  • E. Cardenden railway station
    Cardenden railway station is a local rail stop in the village of Cardenden in Fife, Scotland, providing passenger services on regional routes.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256ce54b48190a3337f5f45d82859 completed Feb. 28, 2026, 2:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b4b90654819092780651ae9408e9 completed Feb. 28, 2026, 9:26 a.m.
NEDg Description generation batch_69a2b54973388190bd1eb424593d607a completed Feb. 28, 2026, 9:28 a.m.
NED2 Entity disambiguation (via description) batch_69a2b5ab4cc481908f14b3c8274d8891 completed Feb. 28, 2026, 9:30 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.