Triple

T7480867
Position Surface form Disambiguated ID Type / Status
Subject East Ayrshire E176752 entity
Predicate containsSettlement P847 FINISHED
Object Galston
Galston is a small town in East Ayrshire, Scotland, known historically for its textile industry and rural surroundings.
 E692259 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: Galston | Statement: [East Ayrshire, containsSettlement, Galston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Galston
Context triple: [East Ayrshire, containsSettlement, Galston]
  • A. Carfin
    Carfin is a village in North Lanarkshire, Scotland, known primarily as a residential community near Motherwell.
  • B. Maybole
    Maybole is a historic small town in South Ayrshire, Scotland, traditionally regarded as the capital of the Carrick district.
  • C. Dirleton
    Dirleton is a historic coastal village in southeastern Scotland, noted for its medieval castle and picturesque setting in East Lothian.
  • D. Stewarton
    Stewarton is a small Scottish town in East Ayrshire known historically for its textile and bonnet-making industries.
  • E. Ellon
    Ellon is a small Scottish town in Aberdeenshire, situated on the River Ythan and known as a commuter hub for nearby Aberdeen.
  • 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: Galston
Triple: [East Ayrshire, containsSettlement, Galston]
Generated description
Galston is a small town in East Ayrshire, Scotland, known historically for its textile industry and rural surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Galston
Target entity description: Galston is a small town in East Ayrshire, Scotland, known historically for its textile industry and rural surroundings.
  • A. Carfin
    Carfin is a village in North Lanarkshire, Scotland, known primarily as a residential community near Motherwell.
  • B. Maybole
    Maybole is a historic small town in South Ayrshire, Scotland, traditionally regarded as the capital of the Carrick district.
  • C. Dirleton
    Dirleton is a historic coastal village in southeastern Scotland, noted for its medieval castle and picturesque setting in East Lothian.
  • D. Stewarton chosen
    Stewarton is a small Scottish town in East Ayrshire known historically for its textile and bonnet-making industries.
  • E. Ellon
    Ellon is a small Scottish town in Aberdeenshire, situated on the River Ythan and known as a commuter hub for nearby Aberdeen.
  • 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_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_69cfc9129bec8190b3c1471ac8a131ac completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfc9b8cd108190a9b3482858b0363a completed April 3, 2026, 2:07 p.m.
NED2 Entity disambiguation (via description) batch_69cfca54d4dc8190a2f94a6f3d2acaf9 completed April 3, 2026, 2:10 p.m.
Created at: March 27, 2026, 3:42 p.m.