Triple

T5612069
Position Surface form Disambiguated ID Type / Status
Subject Stevenson E147380 entity
Predicate hasVariant P455 FINISHED
Object Stevenston
Stevenston is a small coastal town in North Ayrshire, Scotland, historically associated with industry and the wider “Three Towns” area alongside Saltcoats and Ardrossan.
 E527950 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: Stevenston | Statement: [Stevenson, hasVariant, Stevenston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stevenston
Context triple: [Stevenson, hasVariant, Stevenston]
  • A. Traralgon
    Traralgon is a regional city in the Latrobe Valley of eastern Victoria, Australia, known as a commercial and service hub for the surrounding agricultural and energy-producing areas.
  • B. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • C. Clunes
    Clunes is a surname most widely recognized through English actor and television presenter Martin Clunes.
  • D. Stawell
    Stawell is a regional town in western Victoria, Australia, known historically for gold mining and as the home of the annual Stawell Gift footrace.
  • E. Loxton
    Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
  • 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: Stevenston
Triple: [Stevenson, hasVariant, Stevenston]
Generated description
Stevenston is a small coastal town in North Ayrshire, Scotland, historically associated with industry and the wider “Three Towns” area alongside Saltcoats and Ardrossan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stevenston
Target entity description: Stevenston is a small coastal town in North Ayrshire, Scotland, historically associated with industry and the wider “Three Towns” area alongside Saltcoats and Ardrossan.
  • A. Traralgon
    Traralgon is a regional city in the Latrobe Valley of eastern Victoria, Australia, known as a commercial and service hub for the surrounding agricultural and energy-producing areas.
  • B. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • C. Clunes
    Clunes is a surname most widely recognized through English actor and television presenter Martin Clunes.
  • D. Stawell
    Stawell is a regional town in western Victoria, Australia, known historically for gold mining and as the home of the annual Stawell Gift footrace.
  • E. Loxton
    Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
  • 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_69c00905d4588190bd967842bbcf2219 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0212143708190b5234407334ab216 completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02878aad8819082d2c8f038b79bc7 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c033e0043881908c9fca5138398188 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c034664c808190b382f7aad0e3149a completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:39 p.m.