Triple

T22866889
Position Surface form Disambiguated ID Type / Status
Subject Blackpool North and Fleetwood E567078 entity
Predicate contains P35 FINISHED
Object Thornton
Thornton is a town in Lancashire, England, situated near the Fylde coast between Blackpool and Fleetwood.
 E739521 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: Thornton | Statement: [Blackpool North and Fleetwood, contains, Thornton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thornton
Context triple: [Blackpool North and Fleetwood, contains, Thornton]
  • A. Thornton
    Thornton is a village in Fife, Scotland, known historically for its coal mining and rail junction and now as a small residential community near Glenrothes.
  • B. Thornton
    Thornton is a residential and industrial suburb in the Maitland local government area of New South Wales, Australia.
  • C. Thornton
    Thornton is a settlement that serves as the community associated with the GLT locality or facility.
  • D. Thornton
    Thornton is the surname of Terrence LeVarr Thornton, better known as Pusha T, an American rapper and record executive.
  • E. Thornton
    Thornton is a surname of English and Scottish origin borne by numerous notable individuals across fields such as acting, politics, and sports.
  • 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: Thornton
Triple: [Blackpool North and Fleetwood, contains, Thornton]
Generated description
Thornton is a town in Lancashire, England, situated near the Fylde coast between Blackpool and Fleetwood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thornton
Target entity description: Thornton is a town in Lancashire, England, situated near the Fylde coast between Blackpool and Fleetwood.
  • A. Thornton chosen
    Thornton is a town in Lancashire, England, forming part of the urban area of Thornton-Cleveleys on the Fylde Coast.
  • B. Thornton
    Thornton is a village in Fife, Scotland, known historically for its coal mining and rail junction and now as a small residential community near Glenrothes.
  • C. Thornton
    Thornton is a village and civil parish in the Hinckley and Bosworth district of Leicestershire, England.
  • D. Thornton
    Thornton is a settlement that serves as the community associated with the GLT locality or facility.
  • E. Thornton
    Thornton is a residential and industrial suburb in the Maitland local government area of New South Wales, Australia.
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f0210b481908e0e6c4f95ba5a3b completed April 29, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae9314788190b169d02bc6035376 completed May 19, 2026, 12:28 a.m.
NEDg Description generation batch_6a0baf29b1fc8190868d94a8358fb341 completed May 19, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0baf9cba9081908ed3634db94c6706 completed May 19, 2026, 12:32 a.m.
Created at: April 17, 2026, 3:38 p.m.