Triple

T21402678
Position Surface form Disambiguated ID Type / Status
Subject Stevenston E527950 entity
Predicate partOf P40 FINISHED
Object Three Towns
Three Towns is a coastal urban area in North Ayrshire, Scotland, comprising the closely linked towns of Stevenston, Ardrossan, and Saltcoats.
E1482430 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: Three Towns | Statement: [Stevenston, partOf, Three Towns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Three Towns
Context triple: [Stevenston, partOf, Three Towns]
  • A. Five Towns
    Five Towns is a fictional industrial district in Staffordshire, England, created by Arnold Bennett and based on the real Potteries, which serves as the backdrop for many of his novels.
  • B. Five Towns
    Five Towns is an informal suburban region on the South Shore of Long Island in Nassau County, New York, encompassing several adjacent communities including Lawrence.
  • C. Middle Town
    Middle Town is a small settlement on the Isles of Scilly, England, situated on the island of St Agnes.
  • D. Peoplestown
    Peoplestown is a historic residential neighborhood in southeast Atlanta, Georgia, known for its diverse community and proximity to downtown.
  • E. Snowville
    Snowville is a small rural settlement located within the township of Tehkummah in Ontario, Canada.
  • 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: Three Towns
Triple: [Stevenston, partOf, Three Towns]
Generated description
Three Towns is a coastal urban area in North Ayrshire, Scotland, comprising the closely linked towns of Stevenston, Ardrossan, and Saltcoats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Three Towns
Target entity description: Three Towns is a coastal urban area in North Ayrshire, Scotland, comprising the closely linked towns of Stevenston, Ardrossan, and Saltcoats.
  • A. Five Towns
    Five Towns is a fictional industrial district in Staffordshire, England, created by Arnold Bennett and based on the real Potteries, which serves as the backdrop for many of his novels.
  • B. Five Towns
    Five Towns is an informal suburban region on the South Shore of Long Island in Nassau County, New York, encompassing several adjacent communities including Lawrence.
  • C. Middle Town
    Middle Town is a small settlement on the Isles of Scilly, England, situated on the island of St Agnes.
  • D. Peoplestown
    Peoplestown is a historic residential neighborhood in southeast Atlanta, Georgia, known for its diverse community and proximity to downtown.
  • E. Snowville
    Snowville is a small rural settlement located within the township of Tehkummah in Ontario, Canada.
  • 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_69e0b520ee3c8190abddbee7e37e834c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b171336c819083ae5e2c0f5d4b95 completed April 22, 2026, 11:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb5161d08190a945896d7418ec90 completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea4a674819093d5bfb9e6fe69b9 completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bfa27d848190bb77d632359a11b3 completed May 17, 2026, 1:16 p.m.
Created at: April 16, 2026, 5:24 p.m.