Triple

T11286409
Position Surface form Disambiguated ID Type / Status
Subject Cumnock E267200 entity
Predicate hasNeighbouringSettlement P4647 FINISHED
Object New Cumnock
New Cumnock is a small former mining town and parish in East Ayrshire, Scotland, situated in the upper Nith Valley.
 E267200 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: New Cumnock | Statement: [Cumnock, hasNeighbouringSettlement, New Cumnock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Cumnock
Context triple: [Cumnock, hasNeighbouringSettlement, New Cumnock]
  • A. Cumnock
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • B. Neilston
    Neilston is a village in East Renfrewshire, Scotland, situated southwest of Glasgow and known historically for its textile industry and commuter links to the city.
  • C. Girvan
    Girvan is a coastal town in South Ayrshire, Scotland, known historically as a fishing port and seaside resort on the Firth of Clyde.
  • 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. 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: New Cumnock
Triple: [Cumnock, hasNeighbouringSettlement, New Cumnock]
Generated description
New Cumnock is a small former mining town and parish in East Ayrshire, Scotland, situated in the upper Nith Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Cumnock
Target entity description: New Cumnock is a small former mining town and parish in East Ayrshire, Scotland, situated in the upper Nith Valley.
  • A. Cumnock chosen
    Cumnock is a small former mining town in East Ayrshire, Scotland, with a history rooted in coal mining and textile industries.
  • B. Neilston
    Neilston is a village in East Renfrewshire, Scotland, situated southwest of Glasgow and known historically for its textile industry and commuter links to the city.
  • C. Girvan
    Girvan is a coastal town in South Ayrshire, Scotland, known historically as a fishing port and seaside resort on the Firth of Clyde.
  • 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. 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e986b0f08190a414749eaa7f1a5d completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5259b1cb88190befc24f5f3a06da9 completed April 19, 2026, 6:57 p.m.
NEDg Description generation batch_69e52c81449c8190847b64fa91a45b2e completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e5319b6ef0819096debabfb6ffbe70 completed April 19, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:32 p.m.