Triple

T11624471
Position Surface form Disambiguated ID Type / Status
Subject Central Ayrshire E276226 entity
Predicate includesTown P847 FINISHED
Object Prestwick
Prestwick is a coastal town in South Ayrshire, Scotland, known for its historic golf course and its nearby 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: [Central Ayrshire, includesTown, Prestwick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Prestwick
Context triple: [Central Ayrshire, includesTown, Prestwick]
  • A. Prestwick
    Prestwick is a coastal town in South Ayrshire, Scotland, known for its historic golf course and its international airport.
  • B. 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.
  • C. Rothesay
    Rothesay is a historic Scottish town on the Isle of Bute, known as a former royal burgh and traditional residence of Scottish monarchs.
  • D. Girvan
    Girvan is a coastal town in South Ayrshire, Scotland, known historically as a fishing port and seaside resort on the Firth of Clyde.
  • E. Mauchline
    Mauchline is a village in East Ayrshire, Scotland, best known for its close association with the poet Robert Burns, who lived and wrote there.
  • 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: [Central Ayrshire, includesTown, Prestwick]
Generated description
Prestwick is a coastal town in South Ayrshire, Scotland, known for its historic golf course and its nearby 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 nearby international airport.
  • A. Prestwick chosen
    Prestwick is a coastal town in South Ayrshire, Scotland, known for its historic golf course and its international airport.
  • B. 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.
  • C. Rothesay
    Rothesay is a historic Scottish town on the Isle of Bute, known as a former royal burgh and traditional residence of Scottish monarchs.
  • D. Girvan
    Girvan is a coastal town in South Ayrshire, Scotland, known historically as a fishing port and seaside resort on the Firth of Clyde.
  • E. Mauchline
    Mauchline is a village in East Ayrshire, Scotland, best known for its close association with the poet Robert Burns, who lived and wrote there.
  • F. None of above.

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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a12416908190ac2dcd7f7ebb308f completed April 10, 2026, 7:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87745b388190a78958fa0c08b89b completed April 26, 2026, 9:45 p.m.
NEDg Description generation batch_69eeb3137f4c8190ba8ac48b2cb419b4 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9845bec81909f0f9b005f75249a completed April 27, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:39 p.m.