Triple

T22781214
Position Surface form Disambiguated ID Type / Status
Subject Hiaki E563840 entity
Predicate associatedWithCulture P1439 FINISHED
Object Yaqui culture
Yaqui culture is the traditional way of life, beliefs, language, and artistic expression of the Yaqui (Hiaki) people of the Sonoran Desert region in Mexico and the southwestern United States.
E1553790 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: Yaqui culture | Statement: [Hiaki, associatedWithCulture, Yaqui culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yaqui culture
Context triple: [Hiaki, associatedWithCulture, Yaqui culture]
  • A. Pima Bajo culture
    Pima Bajo culture is the traditional way of life, beliefs, and artistic and social practices of the Pima Bajo Indigenous people of northern Mexico, shaped by their mountainous environment and long history in the region.
  • B. Matlatzinca culture
    The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
  • C. Moxeño culture
    The Moxeño culture is an Indigenous Amazonian society of Bolivia known for its rich traditions in music, dance, and syncretic religious festivals.
  • D. Mayaimi culture
    The Mayaimi culture was a pre-Columbian Native American society that inhabited the Lake Okeechobee region of southern Florida, known for its mound-building and adaptation to wetland environments.
  • E. Tlahuica culture
    The Tlahuica culture was a Nahua-speaking pre-Columbian society of central Mexico known for its city-states, agricultural terraces, and integration into the Aztec Empire.
  • 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: Yaqui culture
Triple: [Hiaki, associatedWithCulture, Yaqui culture]
Generated description
Yaqui culture is the traditional way of life, beliefs, language, and artistic expression of the Yaqui (Hiaki) people of the Sonoran Desert region in Mexico and the southwestern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yaqui culture
Target entity description: Yaqui culture is the traditional way of life, beliefs, language, and artistic expression of the Yaqui (Hiaki) people of the Sonoran Desert region in Mexico and the southwestern United States.
  • A. Pima Bajo culture
    Pima Bajo culture is the traditional way of life, beliefs, and artistic and social practices of the Pima Bajo Indigenous people of northern Mexico, shaped by their mountainous environment and long history in the region.
  • B. Matlatzinca culture
    The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
  • C. Moxeño culture
    The Moxeño culture is an Indigenous Amazonian society of Bolivia known for its rich traditions in music, dance, and syncretic religious festivals.
  • D. Mayaimi culture
    The Mayaimi culture was a pre-Columbian Native American society that inhabited the Lake Okeechobee region of southern Florida, known for its mound-building and adaptation to wetland environments.
  • E. Tlahuica culture
    The Tlahuica culture was a Nahua-speaking pre-Columbian society of central Mexico known for its city-states, agricultural terraces, and integration into the Aztec Empire.
  • 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_69e2455500788190b4b33030461f3bbd completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17c2dd250819093a5c49806916ec4 completed April 29, 2026, 3:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b98291e208190be3e92b57cf2fccd completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b992ef5d0819081957a9633260400 completed May 18, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9a1129c8819084163353accc7e14 completed May 18, 2026, 11 p.m.
Created at: April 17, 2026, 3:28 p.m.