Triple

T2911343
Position Surface form Disambiguated ID Type / Status
Subject lower Gila River E63687 entity
Predicate historicallyUsedBy P2834 FINISHED
Object Yuma peoples
The Yuma peoples are Indigenous groups of the lower Colorado River region in the southwestern United States and northern Mexico, known for their riverine agriculture, trade networks, and distinct Yuman languages.
E95067 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: Yuma peoples | Statement: [lower Gila River, historicallyUsedBy, Yuma peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yuma peoples
Context triple: [lower Gila River, historicallyUsedBy, Yuma peoples]
  • A. 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.
  • B. Yavapai people
    The Yavapai people are a Native American group indigenous to central and western Arizona, known for their distinct language, semi-nomadic history, and close cultural ties with neighboring tribes.
  • C. Cocopah people
    The Cocopah people are a Native American tribe indigenous to the lower Colorado River region of what is now Arizona, California, and northern Mexico, known for their riverine agriculture, rich cultural traditions, and enduring cross-border community.
  • D. Wasco people
    The Wasco people are a Native American tribe of the Columbia River region in the Pacific Northwest, traditionally known for river-based trade, fishing, and distinctive basketry.
  • E. Pima people
    The Pima people are a Native American group traditionally living along the Gila and Salt Rivers in what is now Arizona, known for their farming culture and enduring presence in the Sonoran Desert region.
  • 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: Yuma peoples
Triple: [lower Gila River, historicallyUsedBy, Yuma peoples]
Generated description
The Yuma peoples are Indigenous groups of the lower Colorado River region in the southwestern United States and northern Mexico, known for their riverine agriculture, trade networks, and distinct Yuman languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yuma peoples
Target entity description: The Yuma peoples are Indigenous groups of the lower Colorado River region in the southwestern United States and northern Mexico, known for their riverine agriculture, trade networks, and distinct Yuman languages.
  • A. 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.
  • B. Yavapai people
    The Yavapai people are a Native American group indigenous to central and western Arizona, known for their distinct language, semi-nomadic history, and close cultural ties with neighboring tribes.
  • C. Cocopah people chosen
    The Cocopah people are a Native American tribe indigenous to the lower Colorado River region of what is now Arizona, California, and northern Mexico, known for their riverine agriculture, rich cultural traditions, and enduring cross-border community.
  • D. Wasco people
    The Wasco people are a Native American tribe of the Columbia River region in the Pacific Northwest, traditionally known for river-based trade, fishing, and distinctive basketry.
  • E. Pima people
    The Pima people are a Native American group traditionally living along the Gila and Salt Rivers in what is now Arizona, known for their farming culture and enduring presence in the Sonoran Desert region.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0ea0ae4819096f17d74072b0b78 completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b28de24f9881908396d263c4e21a04 completed March 12, 2026, 9:56 a.m.
NEDg Description generation batch_69b28f9e12488190b93355b783300264 completed March 12, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69b2c08b196881908e72596d54ab8873 completed March 12, 2026, 1:32 p.m.
Created at: March 6, 2026, 10:11 p.m.