Triple

T1992037
Position Surface form Disambiguated ID Type / Status
Subject Troon, Scotland E43271 entity
Predicate locatedNear P294 FINISHED
Object Prestwick
Prestwick is a coastal town in South Ayrshire, Scotland, known for its historic golf course and its international airport.
 E229264 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: Prestwick | Statement: [Troon, Scotland, locatedNear, Prestwick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Prestwick
Context triple: [Troon, Scotland, locatedNear, Prestwick]
  • A. Inverclyde
    Inverclyde is a council area in western Scotland centered on the lower reaches of the River Clyde, known for its historic shipbuilding towns and maritime heritage.
  • B. Rothesay
    Rothesay is a historic Scottish town on the Isle of Bute, known as a former royal burgh and traditional residence of Scottish monarchs.
  • C. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • D. Musselburgh
    Musselburgh is a historic coastal town in East Lothian, Scotland, situated just east of Edinburgh and known for its racecourse and fishing heritage.
  • E. Prescot
    Prescot is a historic town in the Metropolitan Borough of Knowsley in Merseyside, England, known for its watchmaking heritage and proximity to Liverpool.
  • 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: Prestwick
Triple: [Troon, Scotland, locatedNear, Prestwick]
Generated description
Prestwick is a coastal town in South Ayrshire, Scotland, known for its historic golf course and its international airport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Prestwick
Target entity description: Prestwick is a coastal town in South Ayrshire, Scotland, known for its historic golf course and its international airport.
  • A. Inverclyde
    Inverclyde is a council area in western Scotland centered on the lower reaches of the River Clyde, known for its historic shipbuilding towns and maritime heritage.
  • B. Rothesay
    Rothesay is a historic Scottish town on the Isle of Bute, known as a former royal burgh and traditional residence of Scottish monarchs.
  • C. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • D. Musselburgh
    Musselburgh is a historic coastal town in East Lothian, Scotland, situated just east of Edinburgh and known for its racecourse and fishing heritage.
  • E. Prescot
    Prescot is a historic town in the Metropolitan Borough of Knowsley in Merseyside, England, known for its watchmaking heritage and proximity to Liverpool.
  • 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_69ae1fdd7b5c8190bf23a138c28857f8 completed March 9, 2026, 1:18 a.m.
NEDg Description generation batch_69ae2078f5bc81909e4226e4f4188e87 completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae2121a43481908ea6eef3d4e06407 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:37 p.m.