Triple

T622714
Position Surface form Disambiguated ID Type / Status
Subject Front Range Urban Corridor E14547 entity
Predicate containsMetropolitanArea P5047 FINISHED
Object Fort Collins metropolitan area
The Fort Collins metropolitan area is a rapidly growing urban region in northern Colorado centered on the city of Fort Collins, known for its university presence, tech and brewing industries, and proximity to the Rocky Mountains.
 E79313 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: Fort Collins metropolitan area | Statement: [Front Range Urban Corridor, containsMetropolitanArea, Fort Collins metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fort Collins metropolitan area
Context triple: [Front Range Urban Corridor, containsMetropolitanArea, Fort Collins metropolitan area]
  • A. Fort Collins
    Fort Collins is a mid-sized Colorado city known for Colorado State University, a vibrant craft beer scene, and its historic Old Town that inspired Disneyland’s Main Street, U.S.A.
  • B. Longmont
    Longmont is a mid-sized city in northern Colorado known for its proximity to the Rocky Mountains, growing tech and craft brewing scenes, and role as a residential and commercial hub along the Front Range.
  • C. 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.
  • D. Greeley
    Greeley is a city in northern Colorado known for its agricultural roots, growing population, and role as a regional economic and educational center.
  • E. 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.
  • 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: Fort Collins metropolitan area
Triple: [Front Range Urban Corridor, containsMetropolitanArea, Fort Collins metropolitan area]
Generated description
The Fort Collins metropolitan area is a rapidly growing urban region in northern Colorado centered on the city of Fort Collins, known for its university presence, tech and brewing industries, and proximity to the Rocky Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fort Collins metropolitan area
Target entity description: The Fort Collins metropolitan area is a rapidly growing urban region in northern Colorado centered on the city of Fort Collins, known for its university presence, tech and brewing industries, and proximity to the Rocky Mountains.
  • A. Fort Collins chosen
    Fort Collins is a mid-sized Colorado city known for Colorado State University, a vibrant craft beer scene, and its historic Old Town that inspired Disneyland’s Main Street, U.S.A.
  • B. Longmont
    Longmont is a mid-sized city in northern Colorado known for its proximity to the Rocky Mountains, growing tech and craft brewing scenes, and role as a residential and commercial hub along the Front Range.
  • C. 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.
  • D. Greeley
    Greeley is a city in northern Colorado known for its agricultural roots, growing population, and role as a regional economic and educational center.
  • E. 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.
  • 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a514b514819088e7b6b7e4675905 completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a4ba2d88190969e7c777a1bbfd7 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64e773be08190abd15ff6ad35f37b completed March 3, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69a64edbfbe08190b49d26d572e3a484 completed March 3, 2026, 3 a.m.
Created at: March 1, 2026, 7:35 p.m.