Triple

T2976384
Position Surface form Disambiguated ID Type / Status
Subject Mazatec E80407 entity
Predicate hasDialect P4251 FINISHED
Object Ayautla Mazatec
Ayautla Mazatec is a regional variety of the Mazatec language spoken by the Mazatec people in and around Ayautla in Oaxaca, Mexico.
E322888 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: Ayautla Mazatec | Statement: [Mazatec, hasDialect, Ayautla Mazatec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayautla Mazatec
Context triple: [Mazatec, hasDialect, Ayautla Mazatec]
  • A. Huautla Mazatec
    Huautla Mazatec is a variant of the Mazatec language spoken primarily in and around Huautla de Jiménez in Oaxaca, Mexico.
  • B. Chiquihuitlán Mazatec
    Chiquihuitlán Mazatec is a variant of the Mazatecan indigenous language spoken in Oaxaca, Mexico, known for its complex tonal system and endangered status.
  • C. Jalapa de Díaz Mazatec
    Jalapa de Díaz Mazatec is a Mazatecan language variety spoken primarily in and around the town of Jalapa de Díaz in Oaxaca, Mexico.
  • D. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • E. Michoacán Nahuatl
    Michoacán Nahuatl is a regional variety of the Nahuatl language spoken in the Mexican state of Michoacán, belonging to the broader Nahuan branch of the Uto-Aztecan 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: Ayautla Mazatec
Triple: [Mazatec, hasDialect, Ayautla Mazatec]
Generated description
Ayautla Mazatec is a regional variety of the Mazatec language spoken by the Mazatec people in and around Ayautla in Oaxaca, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayautla Mazatec
Target entity description: Ayautla Mazatec is a regional variety of the Mazatec language spoken by the Mazatec people in and around Ayautla in Oaxaca, Mexico.
  • A. Huautla Mazatec
    Huautla Mazatec is a variant of the Mazatec language spoken primarily in and around Huautla de Jiménez in Oaxaca, Mexico.
  • B. Chiquihuitlán Mazatec
    Chiquihuitlán Mazatec is a variant of the Mazatecan indigenous language spoken in Oaxaca, Mexico, known for its complex tonal system and endangered status.
  • C. Jalapa de Díaz Mazatec
    Jalapa de Díaz Mazatec is a Mazatecan language variety spoken primarily in and around the town of Jalapa de Díaz in Oaxaca, Mexico.
  • D. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • E. Michoacán Nahuatl
    Michoacán Nahuatl is a regional variety of the Nahuatl language spoken in the Mexican state of Michoacán, belonging to the broader Nahuan branch of the Uto-Aztecan 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad998ad5308190a012ec4940eb46cb completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1eede693c8190a49be9d267bed6fa completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1ef97b8a88190b5d6c526c32d1b31 completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f0df33808190900b0422a8057bfd completed March 11, 2026, 10:46 p.m.
Created at: March 8, 2026, 2:58 p.m.