Triple
T3041192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loveland, Colorado |
E83132
|
entity |
| Predicate | locatedInRegion |
P40
|
FINISHED |
| Object | Front Range Urban Corridor |
E14547
|
NE FINISHED |
How this triple was built (2 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: Front Range Urban Corridor | Statement: [Loveland, Colorado, locatedInRegion, Front Range Urban Corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Front Range Urban Corridor Context triple: [Loveland, Colorado, locatedInRegion, Front Range Urban Corridor]
-
A.
Front Range Urban Corridor
chosen
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.
-
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.
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.
-
D.
South Valley region
The South Valley region is a largely underexplored area of southern Egypt targeted for oil and gas exploration and development.
-
E.
Highlands Ranch
Highlands Ranch is a large, unincorporated suburban community in Douglas County, Colorado, known for its master-planned neighborhoods and proximity to Denver along the Front Range.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b1f86cfcac81908122f1afd79ce29a |
completed | March 11, 2026, 11:19 p.m. |
Created at: March 8, 2026, 3:01 p.m.