Triple

T637402
Position Surface form Disambiguated ID Type / Status
Subject Uto-Aztecan E16654 entity
Predicate includesLanguage P2177 FINISHED
Object Huichol
Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
E85607 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: Huichol | Statement: [Uto-Aztecan, includesLanguage, Huichol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huichol
Context triple: [Uto-Aztecan, includesLanguage, Huichol]
  • A. Nahua
    The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
  • B. Popoluca
    Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
  • C. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • D. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. 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.
  • 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: Huichol
Triple: [Uto-Aztecan, includesLanguage, Huichol]
Generated description
Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huichol
Target entity description: Huichol is an indigenous Uto-Aztecan language spoken by the Wixárika people of western Mexico, known for its complex verbal morphology and rich oral tradition.
  • A. Nahua
    The Nahua are a major indigenous people of Mexico, historically associated with the Aztecs and speakers of various Nahuatl languages across central and southern regions.
  • B. Popoluca
    Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
  • C. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • D. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • E. 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.
  • 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_69a4936be1c88190af56540324b57da7 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ee7fdbc8190858e42bb1bfdb3ff completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dc93fd28819088ece7790ff19270 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5debae16081909f167598cb20dbf6 completed March 2, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_69a5fe46b8f48190b6a7e96fcac30d9f completed March 2, 2026, 9:16 p.m.
Created at: March 1, 2026, 7:35 p.m.