Triple

T1225248
Position Surface form Disambiguated ID Type / Status
Subject Kilmarnock E26311 entity
Predicate hasParliamentaryConstituency P2710 FINISHED
Object Kilmarnock and Loudoun
Kilmarnock and Loudoun is a UK parliamentary constituency in Scotland that covers the town of Kilmarnock and surrounding areas in East Ayrshire.
E182116 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: Kilmarnock and Loudoun | Statement: [Kilmarnock, hasParliamentaryConstituency, Kilmarnock and Loudoun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kilmarnock and Loudoun
Context triple: [Kilmarnock, hasParliamentaryConstituency, Kilmarnock and Loudoun]
  • A. Midlothian
    Midlothian is a historic county and council area in southeastern Scotland, just south of Edinburgh, known for its mix of former mining communities, rural landscapes, and historic sites.
  • B. Stirlingshire
    Stirlingshire is a historic county in central Scotland centered on the city of Stirling, known for its strategic location and rich medieval and early modern history.
  • C. Lanark
    Lanark is a historic market town in South Lanarkshire, Scotland, known for its medieval origins and role as a former royal burgh.
  • D. Kilmarnock
    Kilmarnock is a large town in East Ayrshire, Scotland, historically known for its textile and engineering industries and its association with the poet Robert Burns.
  • E. Renfrewshire
    Renfrewshire is a historic county and council area in western Scotland, encompassing towns such as Paisley and forming part of the Greater Glasgow metropolitan region.
  • 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: Kilmarnock and Loudoun
Triple: [Kilmarnock, hasParliamentaryConstituency, Kilmarnock and Loudoun]
Generated description
Kilmarnock and Loudoun is a UK parliamentary constituency in Scotland that covers the town of Kilmarnock and surrounding areas in East Ayrshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kilmarnock and Loudoun
Target entity description: Kilmarnock and Loudoun is a UK parliamentary constituency in Scotland that covers the town of Kilmarnock and surrounding areas in East Ayrshire.
  • A. Midlothian
    Midlothian is a historic county and council area in southeastern Scotland, just south of Edinburgh, known for its mix of former mining communities, rural landscapes, and historic sites.
  • B. Stirlingshire
    Stirlingshire is a historic county in central Scotland centered on the city of Stirling, known for its strategic location and rich medieval and early modern history.
  • C. Lanark
    Lanark is a historic market town in South Lanarkshire, Scotland, known for its medieval origins and role as a former royal burgh.
  • D. Kilmarnock
    Kilmarnock is a large town in East Ayrshire, Scotland, historically known for its textile and engineering industries and its association with the poet Robert Burns.
  • E. Renfrewshire
    Renfrewshire is a historic county and council area in western Scotland, encompassing towns such as Paisley and forming part of the Greater Glasgow metropolitan region.
  • 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_69a49484688c8190a1bf285eb396a8b6 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be382c4081909238c18b805352a7 completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad51996dc08190afecb40095e3d3e2 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad521ac9a88190978b9ed3e3d14d98 completed March 8, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69ad52bfdbec81908f7240c46ce11888 completed March 8, 2026, 10:43 a.m.
Created at: March 1, 2026, 7:47 p.m.