Triple
T3041199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loveland, Colorado |
E83132
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E320343
|
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–Loveland metropolitan area | Statement: [Loveland, Colorado, partOf, Fort Collins–Loveland metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Collins–Loveland metropolitan area Context triple: [Loveland, Colorado, partOf, Fort Collins–Loveland 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.
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.
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.
-
D.
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.
-
E.
Front Range Urban Corridor
The Front Range Urban Corridor is a major north–south urbanized region along the eastern edge of the Rocky Mountains in Colorado and Wyoming, encompassing a chain of interconnected cities and suburbs including Denver, Colorado Springs, and Pueblo.
- 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–Loveland metropolitan area Triple: [Loveland, Colorado, partOf, Fort Collins–Loveland metropolitan area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Collins–Loveland metropolitan area Target entity description: 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.
-
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.
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.
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.
-
D.
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.
-
E.
Front Range Urban Corridor
The Front Range Urban Corridor is a major north–south urbanized region along the eastern edge of the Rocky Mountains in Colorado and Wyoming, encompassing a chain of interconnected cities and suburbs including Denver, Colorado Springs, and Pueblo.
- F. None of above. chosen
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_69ad8b2298908190a7cb4e9bdbf064d0 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9b5b92088190971bed04e65c5917 |
completed | March 8, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ded01a1481908be7d44c2bf4e638 |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1df61bb208190b7714ff14ff81a99 |
completed | March 11, 2026, 9:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1dfd8fc5481908f1e130226d606fb |
completed | March 11, 2026, 9:34 p.m. |
Created at: March 8, 2026, 3:01 p.m.