Triple

T7853612
Position Surface form Disambiguated ID Type / Status
Subject Kilmarnock and Loudoun E182116 entity
Predicate covers P1393 FINISHED
Object Galston
Galston is a small town in East Ayrshire, Scotland, situated in the Irvine Valley and historically associated with coal mining and textile industries.
 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: [Kilmarnock and Loudoun, covers, Galston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Galston
Context triple: [Kilmarnock and Loudoun, covers, 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: [Kilmarnock and Loudoun, covers, Galston]
Generated description
Galston is a small town in East Ayrshire, Scotland, situated in the Irvine Valley and historically associated with coal mining and textile industries.
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, situated in the Irvine Valley and historically associated with coal mining and textile industries.
  • 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18ed56d481909266d862e0ae152d completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69d160f6855c81909ae0f3f1c041f600 completed April 4, 2026, 7:05 p.m.
NEDg Description generation batch_69d161c432b08190ba848159cc26a00c completed April 4, 2026, 7:08 p.m.
NED2 Entity disambiguation (via description) batch_69d162fc597081909a57f842e41b1ad4 completed April 4, 2026, 7:14 p.m.
Created at: March 30, 2026, 4:51 p.m.