Triple
T3778820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kofa National Wildlife Refuge |
E83370
|
entity |
| Predicate | ecosystem |
P964
|
FINISHED |
| Object | Sonoran Desert ecosystem |
E13086
|
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: Sonoran Desert ecosystem | Statement: [Kofa National Wildlife Refuge, ecosystem, Sonoran Desert ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sonoran Desert ecosystem Context triple: [Kofa National Wildlife Refuge, ecosystem, Sonoran Desert ecosystem]
-
A.
Sonoran Desert
chosen
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–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.
-
C.
Baja California desert
The Baja California desert is a hot, arid ecoregion on Mexico’s Baja California Peninsula, characterized by sparse vegetation, unique desert-adapted wildlife, and dramatic coastal and inland landscapes.
-
D.
Mojave and Colorado Deserts Biosphere Reserve
The Mojave and Colorado Deserts Biosphere Reserve is a UNESCO-designated protected area in the southwestern United States that conserves diverse desert ecosystems, unique flora and fauna, and significant geological and cultural features.
-
E.
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.
- 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_69ad8b235e608190b5a2b1d1bfcef50b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc78173081908b230017834cdf9e |
completed | March 8, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb1616008190a6ec9a2df5bac2b4 |
completed | March 14, 2026, 6:07 a.m. |
Created at: March 8, 2026, 3:36 p.m.