Triple
T2974712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longmont |
E80364
|
entity |
| Predicate | isResidentialHubFor |
P9421
|
FINISHED |
| Object | Front Range |
E78687
|
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 | Statement: [Longmont, isResidentialHubFor, Front Range]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Front Range Context triple: [Longmont, isResidentialHubFor, Front Range]
-
A.
Pikes Peak region
The Pikes Peak region is an area of central Colorado centered around the iconic 14,115-foot Pikes Peak mountain and encompassing nearby communities, outdoor recreation areas, and scenic Front Range landscapes.
-
B.
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.
-
C.
Front Range of the Rocky Mountains
chosen
The Front Range of the Rocky Mountains is a prominent mountain range in central Colorado and southeastern Wyoming that forms the dramatic eastern edge of the Rockies and overlooks major cities like Denver and Colorado Springs.
-
D.
Wasatch Front
The Wasatch Front is a densely populated urban corridor in northern Utah stretching along the western base of the Wasatch Range, encompassing cities such as Salt Lake City, Ogden, and Provo.
-
E.
South Valley region
The South Valley region is a largely underexplored area of southern Egypt targeted for oil and gas exploration and development.
- 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_69ad8b14ffe881908ffed62f9595c867 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99894bb0819099fa5cc5166c0eeb |
completed | March 8, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e27863881909c1c4b26e030e4bf |
completed | March 11, 2026, 8:56 a.m. |
Created at: March 8, 2026, 2:58 p.m.