Triple

T2331919
Position Surface form Disambiguated ID Type / Status
Subject Hohokam culture E44220 entity
Predicate succeededBy P78 FINISHED
Object O'odham peoples
The O'odham peoples are Indigenous groups of the Sonoran Desert region of the southwestern United States and northern Mexico, known for their deep cultural continuity, traditional agriculture, and adaptation to arid environments.
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: [Hohokam culture, succeededBy, O'odham peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: O'odham peoples
Context triple: [Hohokam culture, succeededBy, 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. 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. 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.
  • 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: [Hohokam culture, succeededBy, O'odham peoples]
Generated description
The O'odham peoples are Indigenous groups of the Sonoran Desert region of the southwestern United States and northern Mexico, known for their deep cultural continuity, traditional agriculture, and adaptation to arid environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: O'odham peoples
Target entity description: The O'odham peoples are Indigenous groups of the Sonoran Desert region of the southwestern United States and northern Mexico, known for their deep cultural continuity, traditional agriculture, and adaptation to arid environments.
  • 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. 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. 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.
  • 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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc66bd0f08190aad5f640cfa1c372 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae89773c88819087a294d7c0f90f73 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8ae2ab7481909d265e56369f68e2 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.