Triple

T6342441
Position Surface form Disambiguated ID Type / Status
Subject Alloway E142660 entity
Predicate administrativeArea P8215 FINISHED
Object 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.
 E587809 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: South Ayrshire Council area | Statement: [Alloway, administrativeArea, South Ayrshire Council area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Ayrshire Council area
Context triple: [Alloway, administrativeArea, South Ayrshire Council area]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Dumfries and Galloway council area
    Dumfries and Galloway council area is a large local government region in southwest Scotland, known for its rural landscapes, historic towns, and coastline along the Solway Firth.
  • 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: South Ayrshire Council area
Triple: [Alloway, administrativeArea, South Ayrshire Council area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Ayrshire Council area
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Dumfries and Galloway council area
    Dumfries and Galloway council area is a large local government region in southwest Scotland, known for its rural landscapes, historic towns, and coastline along the Solway Firth.
  • 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_69c008d5ab108190b346c465696824a9 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06745b3d88190bcabc2bf5d75555d completed March 22, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d4656f48190a4725fdeb2dd255d completed March 27, 2026, 7:09 a.m.
NEDg Description generation batch_69c62f020d808190a59cbab15a9ca5dc completed March 27, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69c62fbbf58881908e872a6a67676fac completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:30 p.m.