Triple

T23403378
Position Surface form Disambiguated ID Type / Status
Subject Cleveleys E559566 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Thornton
Thornton is a village in Lancashire, England, forming part of the urban area on the Fylde coast near Cleveleys.
 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: [Cleveleys, hasNearbySettlement, Thornton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thornton
Context triple: [Cleveleys, hasNearbySettlement, 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: [Cleveleys, hasNearbySettlement, Thornton]
Generated description
Thornton is a village in Lancashire, England, forming part of the urban area on the Fylde coast near Cleveleys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thornton
Target entity description: Thornton is a village in Lancashire, England, forming part of the urban area on the Fylde coast near Cleveleys.
  • 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 and civil parish in the Hinckley and Bosworth district of Leicestershire, England.
  • C. 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.
  • 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_69e24549610c8190a069d6411ce5f661 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a4e16f9881908ea4bef465e3af11 completed April 29, 2026, 6:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5df382b481908b7b2933cfc9e182 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c5f3e57308190865e48b43cc83d10 completed May 19, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5ffbea40819088a5a01a3763c718 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:37 p.m.