Triple

T111656
Position Surface form Disambiguated ID Type / Status
Subject Yuman language family E2260 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Cocopa people
The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
E22220 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: Cocopa people | Statement: [Yuman language family, associatedWithEthnicGroup, Cocopa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cocopa people
Context triple: [Yuman language family, associatedWithEthnicGroup, Cocopa people]
  • A. Mayaimi people
    The Mayaimi people were a Native American tribe who historically lived around Lake Okeechobee in what is now southern Florida, known for their distinctive lake-centered culture and for giving their name to the city of Miami.
  • B. Chemehuevi people
    The Chemehuevi people are a Southern Paiute Native American group traditionally inhabiting areas of the Mojave Desert and lower Colorado River, known for their rich oral traditions, basketry, and adaptation to arid environments.
  • C. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • D. 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.
  • E. Quechan people
    The Quechan people are a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona, known for their rich oral traditions, agriculture, and riverine culture.
  • 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: Cocopa people
Triple: [Yuman language family, associatedWithEthnicGroup, Cocopa people]
Generated description
The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cocopa people
Target entity description: The Cocopa people are an Indigenous group native to the lower Colorado River region of the U.S.–Mexico borderlands, traditionally known for riverine agriculture, fishing, and a rich cultural heritage expressed through their Yuman language and ceremonial practices.
  • A. Mayaimi people
    The Mayaimi people were a Native American tribe who historically lived around Lake Okeechobee in what is now southern Florida, known for their distinctive lake-centered culture and for giving their name to the city of Miami.
  • B. Chemehuevi people
    The Chemehuevi people are a Southern Paiute Native American group traditionally inhabiting areas of the Mojave Desert and lower Colorado River, known for their rich oral traditions, basketry, and adaptation to arid environments.
  • C. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • D. 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.
  • E. Quechan people
    The Quechan people are a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona, known for their rich oral traditions, agriculture, and riverine culture.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256ec650c8190bee2067e37065527 completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ee865f00819098ea55851216de2d completed Feb. 28, 2026, 1:32 p.m.
NEDg Description generation batch_69a2ef24de2c8190b93330c76172507b completed Feb. 28, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a2ef9d85cc8190b585b87c30f58ae1 completed Feb. 28, 2026, 1:37 p.m.
Created at: Feb. 28, 2026, 2:20 a.m.