Triple

T7480877
Position Surface form Disambiguated ID Type / Status
Subject East Ayrshire E176752 entity
Predicate containsSettlement P847 FINISHED
Object Muirkirk
Muirkirk is a small former mining village in East Ayrshire, Scotland, known for its rural setting in the Southern Uplands.
E673871 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: Muirkirk | Statement: [East Ayrshire, containsSettlement, Muirkirk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muirkirk
Context triple: [East Ayrshire, containsSettlement, Muirkirk]
  • A. Muirdrum
    Muirdrum is a small village in the Angus council area of eastern Scotland, situated near the town of Carnoustie.
  • B. Auchmithie
    Auchmithie is a small historic fishing village on the east coast of Scotland, known for its dramatic cliffs and association with the origin of the Arbroath smokie.
  • C. Auchtermuchty
    Auchtermuchty is a small historic town in Fife, Scotland, known for its medieval street layout and traditional Scottish character.
  • D. Auchenblae
    Auchenblae is a small rural village in Aberdeenshire, Scotland, historically associated with agriculture and the surrounding Mearns countryside.
  • E. Craighorn
    Craighorn is a hill in central Scotland located near the town of Alva in Clackmannanshire, popular with local walkers for its accessible ascent and scenic views.
  • 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: Muirkirk
Triple: [East Ayrshire, containsSettlement, Muirkirk]
Generated description
Muirkirk is a small former mining village in East Ayrshire, Scotland, known for its rural setting in the Southern Uplands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muirkirk
Target entity description: Muirkirk is a small former mining village in East Ayrshire, Scotland, known for its rural setting in the Southern Uplands.
  • A. Muirdrum
    Muirdrum is a small village in the Angus council area of eastern Scotland, situated near the town of Carnoustie.
  • B. Auchmithie
    Auchmithie is a small historic fishing village on the east coast of Scotland, known for its dramatic cliffs and association with the origin of the Arbroath smokie.
  • C. Auchtermuchty
    Auchtermuchty is a small historic town in Fife, Scotland, known for its medieval street layout and traditional Scottish character.
  • D. Auchenblae
    Auchenblae is a small rural village in Aberdeenshire, Scotland, historically associated with agriculture and the surrounding Mearns countryside.
  • E. Craighorn
    Craighorn is a hill in central Scotland located near the town of Alva in Clackmannanshire, popular with local walkers for its accessible ascent and scenic views.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f534aa388190b3bb3e16be3a54c8 completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856acc3208190985e10c285f41e02 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c858fc017c8190b30ece88d4d60100 completed March 28, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69c859790e8881908a78449f40d528d8 completed March 28, 2026, 10:43 p.m.
Created at: March 27, 2026, 3:42 p.m.