Triple

T16289153
Position Surface form Disambiguated ID Type / Status
Subject Papago E395471 entity
Predicate subgroupOf P10 FINISHED
Object O'odham peoples
The O'odham peoples are an Indigenous group of the Sonoran Desert region of the U.S. Southwest and northern Mexico, known for their distinct language, agricultural traditions, and desert-adapted way of life.
E67762 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: O'odham peoples | Statement: [Papago, subgroupOf, O'odham peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: O'odham peoples
Context triple: [Papago, subgroupOf, O'odham 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. 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. Coconino people
    The Coconino people are an Indigenous group historically associated with the region that is now Coconino County in northern Arizona.
  • E. 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.
  • 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: O'odham peoples
Triple: [Papago, subgroupOf, O'odham peoples]
Generated description
The O'odham peoples are an Indigenous group of the Sonoran Desert region of the U.S. Southwest and northern Mexico, known for their distinct language, agricultural traditions, and desert-adapted way of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: O'odham peoples
Target entity description: The O'odham peoples are an Indigenous group of the Sonoran Desert region of the U.S. Southwest and northern Mexico, known for their distinct language, agricultural traditions, and desert-adapted way of life.
  • 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. Pima people chosen
    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. Coconino people
    The Coconino people are an Indigenous group historically associated with the region that is now Coconino County in northern Arizona.
  • E. 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.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e249175e24819082e571039e278056 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a004f3d8f188190969b75d82c6b13f0 completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0050c5d4548190a674c1c19f08a9fd completed May 10, 2026, 9:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0051a7ae208190b33d42cc8d4bb21f completed May 10, 2026, 9:36 a.m.
Created at: April 10, 2026, 5:05 a.m.