Triple

T3859550
Position Surface form Disambiguated ID Type / Status
Subject KGH E90100 entity
Predicate servesSettlement P2741 FINISHED
Object Kinghorn, Fife
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.
 E394528 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, Fife | Statement: [KGH, servesSettlement, Kinghorn, Fife]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kinghorn, Fife
Context triple: [KGH, servesSettlement, Kinghorn, Fife]
  • A. Penicuik
    Penicuik is a small Scottish town situated to the south of Edinburgh, known historically for its paper mills and proximity to the Pentland Hills.
  • B. East Neuk of Fife
    East Neuk of Fife is a picturesque coastal region in eastern Scotland known for its historic fishing villages, sandy beaches, and scenic views across the Firth of Forth.
  • C. Kincardine
    Kincardine is a small Scottish town on the north shore of the Firth of Forth, known for its historic bridge and industrial heritage.
  • D. Dalkeith
    Dalkeith is a historic town in Midlothian, Scotland, known for its market-town heritage and proximity to Edinburgh.
  • E. Clackmannan
    Clackmannan is a small historic town in central Scotland that once served as the county town of Clackmannanshire.
  • 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, Fife
Triple: [KGH, servesSettlement, Kinghorn, Fife]
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, Fife
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. Penicuik
    Penicuik is a small Scottish town situated to the south of Edinburgh, known historically for its paper mills and proximity to the Pentland Hills.
  • B. East Neuk of Fife
    East Neuk of Fife is a picturesque coastal region in eastern Scotland known for its historic fishing villages, sandy beaches, and scenic views across the Firth of Forth.
  • C. Kincardine
    Kincardine is a small Scottish town on the north shore of the Firth of Forth, known for its historic bridge and industrial heritage.
  • D. Dalkeith
    Dalkeith is a historic town in Midlothian, Scotland, known for its market-town heritage and proximity to Edinburgh.
  • E. Clackmannan
    Clackmannan is a small historic town in central Scotland that once served as the county town of Clackmannanshire.
  • 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_69aed95b3c088190a8f85d19e6070599 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec1ff39c8190b83a88abd840a0e3 completed March 9, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b512348fe88190b5ae942809732b76 completed March 14, 2026, 7:45 a.m.
NEDg Description generation batch_69b513013db481908f8fb5f56470c0d0 completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b5137200a08190bd2a78398e03803e completed March 14, 2026, 7:51 a.m.
Created at: March 9, 2026, 3:19 p.m.