Triple

T9195664
Position Surface form Disambiguated ID Type / Status
Subject South Ayrshire E220700 entity
Predicate containsSettlement P847 FINISHED
Object Coylton
Coylton is a village in South Ayrshire, Scotland, known historically for coal mining and now largely a residential commuter community.
 E783665 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: Coylton | Statement: [South Ayrshire, containsSettlement, Coylton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Coylton
Context triple: [South Ayrshire, containsSettlement, Coylton]
  • A. Colliston
    Colliston is a small rural village located within the Angus council area in eastern Scotland.
  • B. Brunstane
    Brunstane is a suburban area in the eastern part of Edinburgh, Scotland, known primarily as a residential district served by its local railway station.
  • C. Grandtully
    Grandtully is a small village in Perth and Kinross, Scotland, known for its scenic location on the River Tay and popular white-water rafting opportunities.
  • D. Kincorth
    Kincorth is a residential area in the south of Aberdeen, Scotland, known for its post-war housing and proximity to the River Dee.
  • E. Kildonan
    Kildonan is a small settlement on the island of South Uist in Scotland’s Outer Hebrides.
  • 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: Coylton
Triple: [South Ayrshire, containsSettlement, Coylton]
Generated description
Coylton is a village in South Ayrshire, Scotland, known historically for coal mining and now largely a residential commuter community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Coylton
Target entity description: Coylton is a village in South Ayrshire, Scotland, known historically for coal mining and now largely a residential commuter community.
  • A. Colliston
    Colliston is a small rural village located within the Angus council area in eastern Scotland.
  • B. Brunstane
    Brunstane is a suburban area in the eastern part of Edinburgh, Scotland, known primarily as a residential district served by its local railway station.
  • C. Grandtully
    Grandtully is a small village in Perth and Kinross, Scotland, known for its scenic location on the River Tay and popular white-water rafting opportunities.
  • D. Kincorth
    Kincorth is a residential area in the south of Aberdeen, Scotland, known for its post-war housing and proximity to the River Dee.
  • E. Kildonan
    Kildonan is a small settlement on the island of South Uist in Scotland’s Outer Hebrides.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd87c3a3c8190b60f19873ef6e1f8 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c36d7208190a593923bad3d18e7 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cb45280819096747ff8f7d5c2a0 completed April 4, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69d05d5d29f4819081c28b24cb2058b0 completed April 4, 2026, 12:37 a.m.
Created at: March 30, 2026, 7:25 p.m.