Triple

T2467866
Position Surface form Disambiguated ID Type / Status
Subject Broomfield, Colorado E55295 entity
Predicate partOf P40 FINISHED
Object Boulder metropolitan area
The Boulder metropolitan area is a region in north-central Colorado centered around the city of Boulder and its surrounding communities, 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, Colorado, partOf, Boulder metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boulder metropolitan area
Context triple: [Broomfield, Colorado, partOf, 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. 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.
  • C. Denver, Colorado
    Denver, Colorado is the capital and largest city of the U.S. state of Colorado, known for its mile-high elevation, proximity to the Rocky Mountains, and vibrant cultural and sports scene.
  • D. Aurora, Colorado
    Aurora, Colorado is a major suburb of Denver known for its diverse population, extensive parks and open spaces, and significant military presence.
  • E. Pueblo, Colorado Metropolitan Statistical Area
    The Pueblo, Colorado Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Pueblo that encompasses surrounding communities in southern Colorado for demographic and economic analysis.
  • 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, Colorado, partOf, Boulder metropolitan area]
Generated description
The Boulder metropolitan area is a region in north-central Colorado centered around the city of Boulder and its surrounding communities, 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 region in north-central Colorado centered around the city of Boulder and its surrounding communities, 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. 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.
  • C. Denver, Colorado
    Denver, Colorado is the capital and largest city of the U.S. state of Colorado, known for its mile-high elevation, proximity to the Rocky Mountains, and vibrant cultural and sports scene.
  • D. Aurora, Colorado
    Aurora, Colorado is a major suburb of Denver known for its diverse population, extensive parks and open spaces, and significant military presence.
  • E. Pueblo, Colorado Metropolitan Statistical Area
    The Pueblo, Colorado Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Pueblo that encompasses surrounding communities in southern Colorado for demographic and economic analysis.
  • 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd13310a8819095fd70672f933aa3 completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69b108bf1214819091291de2c8343764 completed March 11, 2026, 6:16 a.m.
NEDg Description generation batch_69b109e575588190a178d881a52d06e0 completed March 11, 2026, 6:21 a.m.
NED2 Entity disambiguation (via description) batch_69b10a8644208190bf0cf4d6d6d50bf0 completed March 11, 2026, 6:24 a.m.
Created at: March 6, 2026, 9:44 p.m.