Triple

T2911291
Position Surface form Disambiguated ID Type / Status
Subject Yuman peoples E63686 entity
Predicate hasPart P35 FINISHED
Object Yuma people
The Yuma people are a Native American group traditionally living along the lower Colorado River in what is now Arizona and California, known for their riverine agriculture and rich cultural heritage.
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 people | Statement: [Yuman peoples, hasPart, Yuma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yuma people
Context triple: [Yuman peoples, hasPart, Yuma people]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Hualapai people
    The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
  • 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 people
Triple: [Yuman peoples, hasPart, Yuma people]
Generated description
The Yuma people are a Native American group traditionally living along the lower Colorado River in what is now Arizona and California, known for their riverine agriculture and rich cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yuma people
Target entity description: The Yuma people are a Native American group traditionally living along the lower Colorado River in what is now Arizona and California, known for their riverine agriculture and rich cultural heritage.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Hualapai people
    The Hualapai people are a Native American tribe traditionally inhabiting northwestern Arizona, known for their distinct language, culture, and stewardship of lands along the Grand Canyon.
  • 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_69b224a78bbc8190b4f4cdb058d5a176 completed March 12, 2026, 2:27 a.m.
NEDg Description generation batch_69b22522980c81909f1a1b6510da8489 completed March 12, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_69b225c6c2d88190adb381023e0c3219 completed March 12, 2026, 2:32 a.m.
Created at: March 6, 2026, 10:11 p.m.