Triple

T1710950
Position Surface form Disambiguated ID Type / Status
Subject Oaxaca E36980 entity
Predicate hasIndigenousGroup P1898 FINISHED
Object Chinantec people
The Chinantec people are an indigenous Mesoamerican group of the Sierra Norte region of Oaxaca, Mexico, known for their diverse Chinantec languages, traditional agriculture, and rich communal cultural practices.
E213333 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: Chinantec people | Statement: [Oaxaca, hasIndigenousGroup, Chinantec people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chinantec people
Context triple: [Oaxaca, hasIndigenousGroup, Chinantec people]
  • A. Mixtec people
    The Mixtec people are an Indigenous Mesoamerican group of southern Mexico known for their rich pre-Columbian civilization, intricate codices, metalwork, and enduring cultural traditions and languages.
  • B. Zapotec people
    The Zapotec people are an Indigenous Mesoamerican group from Oaxaca, Mexico, known for their ancient urban centers like Monte Albán, rich traditions, and enduring Zapotec languages.
  • C. Chichimeca peoples
    The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
  • D. Popoluca
    Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
  • 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: Chinantec people
Triple: [Oaxaca, hasIndigenousGroup, Chinantec people]
Generated description
The Chinantec people are an indigenous Mesoamerican group of the Sierra Norte region of Oaxaca, Mexico, known for their diverse Chinantec languages, traditional agriculture, and rich communal cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chinantec people
Target entity description: The Chinantec people are an indigenous Mesoamerican group of the Sierra Norte region of Oaxaca, Mexico, known for their diverse Chinantec languages, traditional agriculture, and rich communal cultural practices.
  • A. Mixtec people
    The Mixtec people are an Indigenous Mesoamerican group of southern Mexico known for their rich pre-Columbian civilization, intricate codices, metalwork, and enduring cultural traditions and languages.
  • B. Zapotec people
    The Zapotec people are an Indigenous Mesoamerican group from Oaxaca, Mexico, known for their ancient urban centers like Monte Albán, rich traditions, and enduring Zapotec languages.
  • C. Chichimeca peoples
    The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
  • D. Popoluca
    Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa63149288819082e7055d0d292d1d completed March 6, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeac88e488190aeb6e7a1063405b7 completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeb8a0a64819087e4505089e93093 completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec6fcaac8190b43d0cd1aa613c95 completed March 8, 2026, 9:38 p.m.
Created at: March 4, 2026, 7:30 p.m.