Triple

T12347650
Position Surface form Disambiguated ID Type / Status
Subject Mazahua people E294399 entity
Predicate language P15 FINISHED
Object Mazahua language
The Mazahua language is an indigenous Oto-Manguean language of central Mexico, spoken primarily by the Mazahua people in the State of Mexico and surrounding regions.
 E978957 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: Mazahua language | Statement: [Mazahua people, language, Mazahua language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mazahua language
Context triple: [Mazahua people, language, Mazahua language]
  • A. Matlatzinca language
    The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
  • B. Mazatec languages
    The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
  • C. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • D. Huautla Mazatec
    Huautla Mazatec is a variant of the Mazatec language spoken primarily in and around Huautla de Jiménez in Oaxaca, Mexico.
  • E. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • 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: Mazahua language
Triple: [Mazahua people, language, Mazahua language]
Generated description
The Mazahua language is an indigenous Oto-Manguean language of central Mexico, spoken primarily by the Mazahua people in the State of Mexico and surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mazahua language
Target entity description: The Mazahua language is an indigenous Oto-Manguean language of central Mexico, spoken primarily by the Mazahua people in the State of Mexico and surrounding regions.
  • A. Matlatzinca language
    The Matlatzinca language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Matlatzinca people in the State of Mexico and considered at risk of extinction.
  • B. Mazatec languages
    The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
  • C. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of Mexico.
  • D. Huautla Mazatec
    Huautla Mazatec is a variant of the Mazatec language spoken primarily in and around Huautla de Jiménez in Oaxaca, Mexico.
  • E. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f7ba17481908b03af7316b28d9b completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aae8d7c8190a722c28a5a153d1d completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c55aacc8190a0544306825bdfab completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d51ab8081909c6f534051019dca completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:53 p.m.