Triple
T15038375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Colorado |
E378536
|
entity |
| Predicate | hasCharacteristic |
P274
|
FINISHED |
| Object | Front Range communities |
E327167
|
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 communities | Statement: [Central Colorado, hasCharacteristic, Front Range communities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Front Range communities Context triple: [Central Colorado, hasCharacteristic, Front Range communities]
-
A.
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.
-
B.
Front Range, Colorado
chosen
The Front Range of Colorado is a populous urban corridor along the eastern foothills of the Rocky Mountains, encompassing cities like Denver, Boulder, and Colorado Springs.
-
C.
Colorado City–Hilldale community
The Colorado City–Hilldale community is a twin-town settlement straddling the Arizona–Utah border, historically known as a stronghold of the Fundamentalist Church of Jesus Christ of Latter-Day Saints (FLDS).
-
D.
Highlands Ranch Community Association
Highlands Ranch Community Association is the primary governing and recreational body that manages community amenities, events, and covenant enforcement for residents of Highlands Ranch, Colorado.
-
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_69d85cd46b2c819090d054c27787f677 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded82cf3848190b0b2b6c9e65bc70b |
completed | April 15, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9de1c3a48190a9b3959a95627175 |
completed | May 9, 2026, 2:37 a.m. |
Created at: April 10, 2026, 2:59 a.m.