Triple
T19996603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sulphur Springs Valley |
E494210
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Arizona Upland of the Sonoran Desert |
E1394244
|
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: Arizona Upland of the Sonoran Desert | Statement: [Sulphur Springs Valley, partOf, Arizona Upland of the Sonoran Desert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona Upland of the Sonoran Desert Context triple: [Sulphur Springs Valley, partOf, Arizona Upland of the Sonoran Desert]
-
A.
Sonoran Desert
The Sonoran Desert is a vast, hot North American desert spanning parts of the southwestern United States and northwestern Mexico, renowned for its biodiversity and iconic saguaro cacti.
-
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 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.
-
D.
Colorado Desert
The Colorado Desert is a low-elevation, arid subregion of the larger Sonoran Desert in southeastern California, characterized by hot temperatures, sparse vegetation, and unique desert ecosystems.
-
E.
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.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fe549108190947a4d1a587c08f8 |
completed | April 20, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08050803408190aee8393b999c2a16 |
completed | May 16, 2026, 5:47 a.m. |
Created at: April 11, 2026, 3:32 p.m.