Triple

T2957421
Position Surface form Disambiguated ID Type / Status
Subject indigenous peoples of Mexico E79965 entity
Predicate majorEthnicGroup P1898 FINISHED
Object Tepehuan people
The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
E356198 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: Tepehuan people | Statement: [indigenous peoples of Mexico, majorEthnicGroup, Tepehuan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tepehuan people
Context triple: [indigenous peoples of Mexico, majorEthnicGroup, Tepehuan people]
  • A. Moxeño people
    The Moxeño people are an indigenous Arawakan-speaking group of Bolivia known for their traditional communal lifestyles, rich ceremonial music and dance, and long history in the lowland regions of the country.
  • B. Zoque people
    The Zoque people are an Indigenous Mesoamerican group primarily inhabiting parts of Chiapas, Oaxaca, and Tabasco, known for their Zoquean languages and rich traditions in agriculture, crafts, and communal festivals.
  • C. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • D. Yaqui people
    The Yaqui people are an Indigenous group native to the Sonoran Desert region of northern Mexico and southern Arizona, known for their rich ceremonial traditions, resistance to colonization, and distinctive language and culture.
  • E. 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.
  • 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: Tepehuan people
Triple: [indigenous peoples of Mexico, majorEthnicGroup, Tepehuan people]
Generated description
The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tepehuan people
Target entity description: The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
  • A. Moxeño people
    The Moxeño people are an indigenous Arawakan-speaking group of Bolivia known for their traditional communal lifestyles, rich ceremonial music and dance, and long history in the lowland regions of the country.
  • B. Zoque people
    The Zoque people are an Indigenous Mesoamerican group primarily inhabiting parts of Chiapas, Oaxaca, and Tabasco, known for their Zoquean languages and rich traditions in agriculture, crafts, and communal festivals.
  • C. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • D. Yaqui people
    The Yaqui people are an Indigenous group native to the Sonoran Desert region of northern Mexico and southern Arizona, known for their rich ceremonial traditions, resistance to colonization, and distinctive language and culture.
  • E. 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.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992b33e081909d22a19d5064c47d completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b354505574819083ae7d36e461366b completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b35546dfa0819081800009fbe8afe3 completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355cecc4c81908ecb5f83e89b4a00 completed March 13, 2026, 12:09 a.m.
Created at: March 8, 2026, 2:57 p.m.