Triple

T684770
Position Surface form Disambiguated ID Type / Status
Subject Cocopa language E13260 entity
Predicate spokenBy P2181 FINISHED
Object 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.
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: Cocopah people | Statement: [Cocopa language, spokenBy, Cocopah people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cocopah people
Context triple: [Cocopa language, spokenBy, Cocopah people]
  • A. 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.
  • 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. Cahuilla people
    The Cahuilla people are a Native American tribe indigenous to inland Southern California, traditionally inhabiting desert and mountain regions and known for their complex social organization, basketry, and adaptation to arid environments.
  • D. 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.
  • E. Hopi people
    The Hopi people are a Native American tribe primarily residing in northeastern Arizona, known for their ancient pueblo villages, rich agricultural traditions, and deeply rooted spiritual and ceremonial practices.
  • 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: Cocopah people
Triple: [Cocopa language, spokenBy, Cocopah people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cocopah people
Target entity description: 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.
  • A. 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.
  • 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. Cahuilla people
    The Cahuilla people are a Native American tribe indigenous to inland Southern California, traditionally inhabiting desert and mountain regions and known for their complex social organization, basketry, and adaptation to arid environments.
  • D. 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.
  • E. Hopi people
    The Hopi people are a Native American tribe primarily residing in northeastern Arizona, known for their ancient pueblo villages, rich agricultural traditions, and deeply rooted spiritual and ceremonial practices.
  • F. None of above. chosen

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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a0725c708190aa6edfee742ca4e6 completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68918e87c819085df25ee862ba836 completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a68d097d088190aa19d2857c6419c2 completed March 3, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_69a6ce6e692081908a49b12729f59a84 completed March 3, 2026, 12:05 p.m.
Created at: March 1, 2026, 7:36 p.m.