Triple

T9767809
Position Surface form Disambiguated ID Type / Status
Subject Cuicatec E237040 entity
Predicate spokenBy P2181 FINISHED
Object Cuicatec people
The Cuicatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct language, traditional agriculture, and rich cultural heritage.
 E823104 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: Cuicatec people | Statement: [Cuicatec, spokenBy, Cuicatec people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cuicatec people
Context triple: [Cuicatec, spokenBy, Cuicatec people]
  • A. 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.
  • B. Matlatzinca people
    The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
  • C. Ixcatec people
    The Ixcatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct cultural traditions and their critically endangered Ixcatec language.
  • D. 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.
  • 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: Cuicatec people
Triple: [Cuicatec, spokenBy, Cuicatec people]
Generated description
The Cuicatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct language, traditional agriculture, and rich cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cuicatec people
Target entity description: The Cuicatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct language, traditional agriculture, and rich cultural heritage.
  • A. 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.
  • B. Matlatzinca people
    The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
  • C. Ixcatec people
    The Ixcatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct cultural traditions and their critically endangered Ixcatec language.
  • D. 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.
  • 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_69ca84d831b8819090322686b47887ce completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda0a2da648190836916a45d2998d7 completed April 1, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc46f170819081ecc5e85a0514c3 completed April 5, 2026, 2:43 a.m.
NEDg Description generation batch_69d1ccbddbb08190aa09475ab99e15d6 completed April 5, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69d1cd152d1081909abd7e30249fb887 completed April 5, 2026, 2:46 a.m.
Created at: March 30, 2026, 8:25 p.m.