Triple
T20221986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huachuca City, Arizona |
E495277
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Arizona Upland of the Sonoran Desert transition zone |
—
|
NE NERFINISHED |
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: Arizona Upland of the Sonoran Desert transition zone | Statement: [Huachuca City, Arizona, region, Arizona Upland of the Sonoran Desert transition zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona Upland of the Sonoran Desert transition zone Context triple: [Huachuca City, Arizona, region, Arizona Upland of the Sonoran Desert transition zone]
-
A.
Sonoran–Mojave transition zone
The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
-
B.
Sonoran Desert scrub
Sonoran Desert scrub is a dry, sparsely vegetated desert ecosystem dominated by drought-tolerant shrubs, cacti, and hardy grasses adapted to extreme heat and low rainfall.
-
C.
Arizona’s Central Highlands
Arizona’s Central Highlands is a scenic, elevated region of central Arizona characterized by forested mountains, rugged plateaus, and historic frontier towns such as Prescott.
-
D.
Sonoran Desert mountain ranges
The Sonoran Desert mountain ranges are a series of rugged, arid mountain systems in the Sonoran Desert of the southwestern United States and northwestern Mexico, known for their dramatic desert landscapes and unique biodiversity.
-
E.
Arizona Upland
chosen
Arizona Upland is a biogeographic subdivision of the Sonoran Desert characterized by relatively higher elevations, diverse desert scrub vegetation, and a rich mix of plant and animal species.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da626cff80819097b530718a7c98b6 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66fd610f881908fdd22b1f8bd2efc |
completed | April 20, 2026, 6:26 p.m. |
Created at: April 11, 2026, 11:39 p.m.