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.