Triple

T109521
Position Surface form Disambiguated ID Type / Status
Subject Fife Circle Line E2214 entity
Predicate serves P98 FINISHED
Object Kinghorn
Kinghorn is a coastal town in Fife, Scotland, situated on the north shore of the Firth of Forth and known historically as a royal burgh and seaside resort.
 E17765 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 | Statement: [Fife Circle Line, serves, Kinghorn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kinghorn
Context triple: [Fife Circle Line, serves, Kinghorn]
  • A. Inchcolm
    Inchcolm is a small Scottish island in the Firth of Forth best known for its well-preserved medieval abbey and historic fortifications.
  • B. Inchgarvie
    Inchgarvie is a small rocky island in Scotland’s Firth of Forth, best known for its historic fortifications and its role in supporting the Forth Bridge.
  • C. St Monans
    St Monans is a small historic fishing village on the East Neuk coast of Fife in eastern Scotland, known for its picturesque harbour and traditional cottages.
  • D. Lochgelly
    Lochgelly is a former coal-mining town in Fife, Scotland, situated between Lochgelly Loch and the larger towns of Dunfermline and Kirkcaldy.
  • E. Burntisland
    Burntisland is a coastal town on the north shore of the Firth of Forth in Fife, Scotland, known for its historic harbour, sandy beach, and traditional summer fair.
  • 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
Triple: [Fife Circle Line, serves, Kinghorn]
Generated description
Kinghorn is a coastal town in Fife, Scotland, situated on the north shore of the Firth of Forth and known historically as a royal burgh and seaside resort.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kinghorn
Target entity description: Kinghorn is a coastal town in Fife, Scotland, situated on the north shore of the Firth of Forth and known historically as a royal burgh and seaside resort.
  • A. Inchcolm
    Inchcolm is a small Scottish island in the Firth of Forth best known for its well-preserved medieval abbey and historic fortifications.
  • B. Inchgarvie
    Inchgarvie is a small rocky island in Scotland’s Firth of Forth, best known for its historic fortifications and its role in supporting the Forth Bridge.
  • C. St Monans
    St Monans is a small historic fishing village on the East Neuk coast of Fife in eastern Scotland, known for its picturesque harbour and traditional cottages.
  • D. Lochgelly
    Lochgelly is a former coal-mining town in Fife, Scotland, situated between Lochgelly Loch and the larger towns of Dunfermline and Kirkcaldy.
  • E. Burntisland
    Burntisland is a coastal town on the north shore of the Firth of Forth in Fife, Scotland, known for its historic harbour, sandy beach, and traditional summer fair.
  • 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_69a2c272c04481909ad035b719ac4798 completed Feb. 28, 2026, 10:24 a.m.
NEDg Description generation batch_69a2c44e144c819084b65ec9283f5ca6 completed Feb. 28, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_69a2c4a49b288190b10a54aa37160e31 completed Feb. 28, 2026, 10:34 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.