Triple

T13040024
Position Surface form Disambiguated ID Type / Status
Subject Front Range, Colorado E327167 entity
Predicate containsCity P294 FINISHED
Object Thornton
Thornton is a suburban city in the Denver metropolitan area of Colorado, known for its residential communities and proximity to the Rocky Mountains.
 E78135 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: [Front Range, Colorado, containsCity, Thornton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thornton
Context triple: [Front Range, Colorado, containsCity, Thornton]
  • A. Thornton
    Thornton is the surname of Terrence LeVarr Thornton, better known as Pusha T, an American rapper and record executive.
  • 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 residential and industrial suburb in the Maitland local government area of New South Wales, Australia.
  • D. Thornton
    Thornton is a surname of English and Scottish origin borne by numerous notable individuals across fields such as acting, politics, and sports.
  • E. Thornton
    Thornton is a town in Lancashire, England, forming part of the urban area of Thornton-Cleveleys on the Fylde Coast.
  • 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: [Front Range, Colorado, containsCity, Thornton]
Generated description
Thornton is a suburban city in the Denver metropolitan area of Colorado, known for its residential communities and proximity to the Rocky Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thornton
Target entity description: Thornton is a suburban city in the Denver metropolitan area of Colorado, known for its residential communities and proximity to the Rocky Mountains.
  • A. Thornton chosen
    Thornton is a suburban city in the Denver metropolitan area of Colorado, known for its planned residential communities and rapid population growth.
  • B. Thornton
    Thornton is a settlement that serves as the community associated with the GLT locality or facility.
  • C. Thornton
    Thornton is a residential and industrial suburb in the Maitland local government area of New South Wales, Australia.
  • D. 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.
  • E. Thornton
    Thornton is a town in Lancashire, England, forming part of the urban area of Thornton-Cleveleys on the Fylde Coast.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804d8e3081909584c93df099859a completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd2f6a481909fdd418e7ad3cc22 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd0d21e08190855dcbee000fc25d completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce6b220c8190b1f49a9b2bfce692 completed May 3, 2026, 4:26 a.m.
Created at: April 9, 2026, 8:55 p.m.