Triple

T6348736
Position Surface form Disambiguated ID Type / Status
Subject Kilmarnock Academy E142812 entity
Predicate hasLocalAuthorityArea P18485 FINISHED
Object East Ayrshire Council area
East Ayrshire Council area is a local government district in southwest Scotland that includes towns such as Kilmarnock and Cumnock and is responsible for providing local public services and administration.
 E589956 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: East Ayrshire Council area | Statement: [Kilmarnock Academy, hasLocalAuthorityArea, East Ayrshire Council area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: East Ayrshire Council area
Context triple: [Kilmarnock Academy, hasLocalAuthorityArea, East Ayrshire Council area]
  • A. South Ayrshire Council area
    South Ayrshire Council area is a local government district in southwest Scotland that includes coastal towns such as Ayr and historic sites like the village of Alloway.
  • B. North Ayrshire council area
    North Ayrshire council area is a local government region in southwest Scotland that includes parts of the mainland and islands such as Arran, with responsibility for providing public services and administration.
  • C. East Dunbartonshire council area
    East Dunbartonshire council area is a local government region in central Scotland that includes suburban communities north of Glasgow and contains part of the historic Antonine Wall.
  • D. West Dunbartonshire council area
    West Dunbartonshire council area is a local government region in western Scotland that includes towns such as Dumbarton and Clydebank along the River Clyde.
  • E. North Lanarkshire council area
    North Lanarkshire council area is a local government region in Scotland that includes towns such as Motherwell, Airdrie, and Cumbernauld and forms part of the Greater Glasgow metropolitan area.
  • 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: East Ayrshire Council area
Triple: [Kilmarnock Academy, hasLocalAuthorityArea, East Ayrshire Council area]
Generated description
East Ayrshire Council area is a local government district in southwest Scotland that includes towns such as Kilmarnock and Cumnock and is responsible for providing local public services and administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: East Ayrshire Council area
Target entity description: East Ayrshire Council area is a local government district in southwest Scotland that includes towns such as Kilmarnock and Cumnock and is responsible for providing local public services and administration.
  • A. South Ayrshire Council area
    South Ayrshire Council area is a local government district in southwest Scotland that includes coastal towns such as Ayr and historic sites like the village of Alloway.
  • B. North Ayrshire council area
    North Ayrshire council area is a local government region in southwest Scotland that includes parts of the mainland and islands such as Arran, with responsibility for providing public services and administration.
  • C. East Dunbartonshire council area
    East Dunbartonshire council area is a local government region in central Scotland that includes suburban communities north of Glasgow and contains part of the historic Antonine Wall.
  • D. West Dunbartonshire council area
    West Dunbartonshire council area is a local government region in western Scotland that includes towns such as Dumbarton and Clydebank along the River Clyde.
  • E. North Lanarkshire council area
    North Lanarkshire council area is a local government region in Scotland that includes towns such as Motherwell, Airdrie, and Cumbernauld and forms part of the Greater Glasgow metropolitan area.
  • 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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067bba1988190b51f0a22e4279e1b completed March 22, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6386784008190b0ac82804a4ee30e completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c639eabaf88190bf81112cde6e8e99 completed March 27, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69c63a8738ac8190af0bface4b18eea6 completed March 27, 2026, 8:06 a.m.
Created at: March 22, 2026, 4:31 p.m.