Triple

T3864346
Position Surface form Disambiguated ID Type / Status
Subject Tohono O'odham E91813 entity
Predicate ethnographicGroup P45393 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, desert agriculture, and rich cultural traditions.
E67762 NE FINISHED

How this triple was built (5 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: [Tohono O'odham, ethnographicGroup, O'odham peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: O'odham peoples
Context triple: [Tohono O'odham, ethnographicGroup, 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: [Tohono O'odham, ethnographicGroup, 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, desert agriculture, and rich cultural traditions.
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, desert agriculture, and rich cultural traditions.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ethnographicGroup
Context triple: [Tohono O'odham, ethnographicGroup, O'odham peoples]
  • A. ethnolinguisticGroups
    Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
  • B. otherEthnicGroup
    Indicates that one entity belongs to a different ethnic group than the other entity.
  • C. ethnicGroupResearched
    Indicates that a particular ethnic group is the subject or focus of a research activity or study conducted by an entity.
  • D. ancestralGroup
    Indicates that one entity is a broader ancestral lineage, population, or group from which the other entity descends or originates.
  • E. containedEthnicGroup chosen
    Indicates that one entity (typically a larger group, region, or population) includes or encompasses a particular ethnic group within it.
  • F. None of above.

Provenance (6 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_69aed9645f348190a9868e7cef56ab7e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec3871d881909c6c8e6d08203801 completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b627a72da881908e1a4965177727eb completed March 15, 2026, 3:29 a.m.
NEDg Description generation batch_69b628fe10908190978dd0361628f54f completed March 15, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69b629ab52c881909f7fbef6f77b5bc4 completed March 15, 2026, 3:38 a.m.
PD Predicate disambiguation batch_69aee754dddc8190936e1f9c40a770db completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:19 p.m.