Triple

T3714279
Position Surface form Disambiguated ID Type / Status
Subject Broomfield E81487 entity
Predicate isPartOf P10 FINISHED
Object Boulder metropolitan area
The Boulder metropolitan area is a Colorado urban region centered on the city of Boulder, encompassing surrounding communities such as Broomfield and known for its tech industry, outdoor recreation, and proximity to the Rocky Mountains.
E53190 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: Boulder metropolitan area | Statement: [Broomfield, isPartOf, Boulder metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boulder metropolitan area
Context triple: [Broomfield, isPartOf, Boulder metropolitan area]
  • A. Boulder, Colorado
    Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
  • B. Boulder
    Boulder is a town in Western Australia that now forms part of the city of Kalgoorlie-Boulder, historically known for its role in the Eastern Goldfields mining region.
  • C. Denver–Aurora–Lakewood metropolitan area
    The Denver–Aurora–Lakewood metropolitan area is a major urban and economic hub in central Colorado centered on Denver and its surrounding suburbs, known for its rapid growth, diverse industries, and proximity to the Rocky Mountains.
  • D. Colorado Springs Metropolitan Statistical Area
    The Colorado Springs Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Colorado Springs in Colorado, encompassing surrounding communities in its economic and population catchment area.
  • E. Fort Collins–Loveland metropolitan area
    The Fort Collins–Loveland metropolitan area is a northern Colorado urban region centered around the cities of Fort Collins and Loveland, known for its growing population, proximity to the Rocky Mountains, and a mix of high-tech industry, education, and outdoor recreation.
  • 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: Boulder metropolitan area
Triple: [Broomfield, isPartOf, Boulder metropolitan area]
Generated description
The Boulder metropolitan area is a Colorado urban region centered on the city of Boulder, encompassing surrounding communities such as Broomfield and known for its tech industry, outdoor recreation, and proximity to the Rocky Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boulder metropolitan area
Target entity description: The Boulder metropolitan area is a Colorado urban region centered on the city of Boulder, encompassing surrounding communities such as Broomfield and known for its tech industry, outdoor recreation, and proximity to the Rocky Mountains.
  • A. Boulder, Colorado chosen
    Boulder, Colorado is a city at the foothills of the Rocky Mountains known for its research institutions, outdoor recreation, and vibrant university community.
  • B. Boulder
    Boulder is a town in Western Australia that now forms part of the city of Kalgoorlie-Boulder, historically known for its role in the Eastern Goldfields mining region.
  • C. Denver–Aurora–Lakewood metropolitan area
    The Denver–Aurora–Lakewood metropolitan area is a major urban and economic hub in central Colorado centered on Denver and its surrounding suburbs, known for its rapid growth, diverse industries, and proximity to the Rocky Mountains.
  • D. Colorado Springs Metropolitan Statistical Area
    The Colorado Springs Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Colorado Springs in Colorado, encompassing surrounding communities in its economic and population catchment area.
  • E. Fort Collins–Loveland metropolitan area
    The Fort Collins–Loveland metropolitan area is a northern Colorado urban region centered around the cities of Fort Collins and Loveland, known for its growing population, proximity to the Rocky Mountains, and a mix of high-tech industry, education, and outdoor recreation.
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9ccfad081908730ed15c6f87ce2 completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf28e228608190a531da6024803e1b completed March 21, 2026, 11:25 p.m.
NEDg Description generation batch_69bf29643ec88190b849eca03e6480c8 completed March 21, 2026, 11:27 p.m.
NED2 Entity disambiguation (via description) batch_69bf29bb3a9c8190827773c7057ce55a completed March 21, 2026, 11:28 p.m.
Created at: March 8, 2026, 3:33 p.m.