Triple

T13039594
Position Surface form Disambiguated ID Type / Status
Subject Ixcatlán Mazatec E327155 entity
Predicate spokenBy P2181 FINISHED
Object Mazatec people
The Mazatec people are an indigenous Mesoamerican group from the northern Sierra of Oaxaca, Mexico, known for their distinct Oto-Manguean languages, traditional agriculture, and rich ceremonial and healing practices.
 E1020712 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: Mazatec people | Statement: [Ixcatlán Mazatec, spokenBy, Mazatec people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mazatec people
Context triple: [Ixcatlán Mazatec, spokenBy, Mazatec people]
  • A. 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.
  • B. Cuicatec people
    The Cuicatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct language, traditional agriculture, and rich cultural heritage.
  • C. Mazahua people
    The Mazahua people are an Indigenous Mesoamerican group of central Mexico, known for their distinct Oto-Manguean language, traditional textiles, and rich ceremonial and agricultural traditions.
  • D. 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.
  • E. Cahuapanan peoples
    The Cahuapanan peoples are Indigenous groups of the Peruvian Amazon known for their distinct cultural traditions and languages within the broader Cahuapanan language family.
  • 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: Mazatec people
Triple: [Ixcatlán Mazatec, spokenBy, Mazatec people]
Generated description
The Mazatec people are an indigenous Mesoamerican group from the northern Sierra of Oaxaca, Mexico, known for their distinct Oto-Manguean languages, traditional agriculture, and rich ceremonial and healing practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mazatec people
Target entity description: The Mazatec people are an indigenous Mesoamerican group from the northern Sierra of Oaxaca, Mexico, known for their distinct Oto-Manguean languages, traditional agriculture, and rich ceremonial and healing practices.
  • A. 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.
  • B. Cuicatec people
    The Cuicatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct language, traditional agriculture, and rich cultural heritage.
  • C. Mazahua people
    The Mazahua people are an Indigenous Mesoamerican group of central Mexico, known for their distinct Oto-Manguean language, traditional textiles, and rich ceremonial and agricultural traditions.
  • D. 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.
  • E. Cahuapanan peoples
    The Cahuapanan peoples are Indigenous groups of the Peruvian Amazon known for their distinct cultural traditions and languages within the broader Cahuapanan language family.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804d8e3081909584c93df099859a completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d5fbaea8819080ca249159d6c125 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d943a80c81909bc39b9a9ef303bd completed May 3, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69f6da1e56388190b536831b2c6d493f completed May 3, 2026, 5:16 a.m.
Created at: April 9, 2026, 8:55 p.m.