Triple
T17034880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quitobaquito Springs |
E413293
|
entity |
| Predicate | hasCulturalSignificanceFor |
P958
|
FINISHED |
| Object |
Indigenous peoples of the Sonoran Desert
The Indigenous peoples of the Sonoran Desert are Native communities with deep historical, cultural, and spiritual ties to the region’s arid landscapes and scarce water sources, maintaining traditional lifeways adapted to desert ecology.
|
E106820
|
NE FINISHED |
How this triple was built (4 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: Indigenous peoples of the Sonoran Desert | Statement: [Quitobaquito Springs, hasCulturalSignificanceFor, Indigenous peoples of the Sonoran Desert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Indigenous peoples of the Sonoran Desert Context triple: [Quitobaquito Springs, hasCulturalSignificanceFor, Indigenous peoples of the Sonoran Desert]
-
A.
Indigenous peoples of Baja California
The Indigenous peoples of Baja California are the original Native American groups of the Baja California Peninsula, including communities such as the Kumeyaay, Paipai, Kiliwa, and Cochimí, each with distinct languages, cultures, and histories.
-
B.
Indigenous peoples of the Southwest
The Indigenous peoples of the Southwest are Native American and First Nations groups from the arid and semi-arid regions of what is now the southwestern United States and northern Mexico, known for their complex agricultural practices, distinctive adobe and cliff dwellings, and rich artistic and ceremonial traditions.
-
C.
Indigenous peoples of the Great Basin
The Indigenous peoples of the Great Basin are Native American groups traditionally inhabiting the arid interior region between the Sierra Nevada and Rocky Mountains, known for their diverse languages, mobile foraging lifeways, and deep cultural ties to the desert environment.
-
D.
Torres-Martinez Desert Cahuilla Indians
The Torres-Martinez Desert Cahuilla Indians are a Native American tribe of Cahuilla people based in Southern California’s Coachella Valley, known for their desert homeland and sovereign tribal government.
-
E.
Maricopa people
The Maricopa people are a Native American tribe of the Yuman language family traditionally living along the lower Gila and Colorado Rivers in what is now Arizona.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Indigenous peoples of the Sonoran Desert Triple: [Quitobaquito Springs, hasCulturalSignificanceFor, Indigenous peoples of the Sonoran Desert]
Generated description
The Indigenous peoples of the Sonoran Desert are Native communities with deep historical, cultural, and spiritual ties to the region’s arid landscapes and scarce water sources, maintaining traditional lifeways adapted to desert ecology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Indigenous peoples of the Sonoran Desert Target entity description: The Indigenous peoples of the Sonoran Desert are Native communities with deep historical, cultural, and spiritual ties to the region’s arid landscapes and scarce water sources, maintaining traditional lifeways adapted to desert ecology.
-
A.
Indigenous peoples of Baja California
The Indigenous peoples of Baja California are the original Native American groups of the Baja California Peninsula, including communities such as the Kumeyaay, Paipai, Kiliwa, and Cochimí, each with distinct languages, cultures, and histories.
-
B.
Indigenous peoples of the Southwest
chosen
The Indigenous peoples of the Southwest are Native American and First Nations groups from the arid and semi-arid regions of what is now the southwestern United States and northern Mexico, known for their complex agricultural practices, distinctive adobe and cliff dwellings, and rich artistic and ceremonial traditions.
-
C.
Indigenous peoples of the Great Basin
The Indigenous peoples of the Great Basin are Native American groups traditionally inhabiting the arid interior region between the Sierra Nevada and Rocky Mountains, known for their diverse languages, mobile foraging lifeways, and deep cultural ties to the desert environment.
-
D.
Torres-Martinez Desert Cahuilla Indians
The Torres-Martinez Desert Cahuilla Indians are a Native American tribe of Cahuilla people based in Southern California’s Coachella Valley, known for their desert homeland and sovereign tribal government.
-
E.
Maricopa people
The Maricopa people are a Native American tribe of the Yuman language family traditionally living along the lower Gila and Colorado Rivers in what is now Arizona.
- F. None of above.
Provenance (5 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f05824819091d2aa02e5591e26 |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b59ad3c8190914ee6f8c903cbbf |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c13076c8190970abfb0e2d3a13c |
completed | May 11, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a011c8afb608190b51c7a4c9ccaa0a5 |
completed | May 11, 2026, 12:02 a.m. |
Created at: April 10, 2026, 5:33 a.m.