Triple

T7480864
Position Surface form Disambiguated ID Type / Status
Subject East Ayrshire E176752 entity
Predicate containsSettlement P847 FINISHED
Object Stewarton
Stewarton is a small Scottish town in East Ayrshire known historically for its textile and bonnet-making 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: Stewarton | Statement: [East Ayrshire, containsSettlement, Stewarton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stewarton
Context triple: [East Ayrshire, containsSettlement, Stewarton]
  • A. Strathaven
    Strathaven is a historic market town in South Lanarkshire, Scotland, known for its rural surroundings, annual hot air balloon festival, and landmark Strathaven Castle.
  • B. 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.
  • C. Cambuslang
    Cambuslang is a suburban town in Scotland situated near Glasgow, known historically for its coal mining and industrial heritage.
  • D. Baillieston
    Baillieston is a residential suburb in the east end of Glasgow, Scotland, situated near major transport routes including the M73 motorway.
  • E. Lennoxtown
    Lennoxtown is a small Scottish town situated at the foot of the Campsie Fells, historically associated with textile and chemical industries.
  • 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: Stewarton
Triple: [East Ayrshire, containsSettlement, Stewarton]
Generated description
Stewarton is a small Scottish town in East Ayrshire known historically for its textile and bonnet-making industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stewarton
Target entity description: Stewarton is a small Scottish town in East Ayrshire known historically for its textile and bonnet-making industries.
  • A. Strathaven
    Strathaven is a historic market town in South Lanarkshire, Scotland, known for its rural surroundings, annual hot air balloon festival, and landmark Strathaven Castle.
  • B. 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.
  • C. Cambuslang
    Cambuslang is a suburban town in Scotland situated near Glasgow, known historically for its coal mining and industrial heritage.
  • D. Baillieston
    Baillieston is a residential suburb in the east end of Glasgow, Scotland, situated near major transport routes including the M73 motorway.
  • E. Lennoxtown
    Lennoxtown is a small Scottish town situated at the foot of the Campsie Fells, historically associated with textile and chemical industries.
  • 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_69c9fc2e796c81908e291a11f239b9fc completed March 30, 2026, 4:29 a.m.
NEDg Description generation batch_69c9fd56f1f081909e444c132f2242dc completed March 30, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69c9fde3b13081908a1394bb76efe374 completed March 30, 2026, 4:36 a.m.
Created at: March 27, 2026, 3:42 p.m.