Triple

T2306130
Position Surface form Disambiguated ID Type / Status
Subject Amuzgo E51842 entity
Predicate languageVariety P1762 FINISHED
Object San Pedro Amuzgos Amuzgo
San Pedro Amuzgos Amuzgo is a distinct regional variety of the Amuzgo language spoken primarily in and around the town of San Pedro Amuzgos in Oaxaca, Mexico.
 E254412 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: San Pedro Amuzgos Amuzgo | Statement: [Amuzgo, languageVariety, San Pedro Amuzgos Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Pedro Amuzgos Amuzgo
Context triple: [Amuzgo, languageVariety, San Pedro Amuzgos Amuzgo]
  • A. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • B. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • C. 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.
  • D. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • E. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of 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: San Pedro Amuzgos Amuzgo
Triple: [Amuzgo, languageVariety, San Pedro Amuzgos Amuzgo]
Generated description
San Pedro Amuzgos Amuzgo is a distinct regional variety of the Amuzgo language spoken primarily in and around the town of San Pedro Amuzgos in Oaxaca, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Pedro Amuzgos Amuzgo
Target entity description: San Pedro Amuzgos Amuzgo is a distinct regional variety of the Amuzgo language spoken primarily in and around the town of San Pedro Amuzgos in Oaxaca, Mexico.
  • A. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • B. Ixcatec language
    The Ixcatec language is a highly endangered indigenous Oto-Manguean language spoken by a small community in Oaxaca, Mexico.
  • C. 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.
  • D. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • E. Huastec language
    The Huastec language is a Mayan language spoken by the Huastec people primarily in the northeastern region of 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc60489c881908b0ba76d2075bc89 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f3579248190829a07fe508d72a7 completed March 9, 2026, 8:05 a.m.
NEDg Description generation batch_69ae82e0611c8190a8b44e97bb34194f completed March 9, 2026, 8:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae83f4369c8190b956f9d37ca31d1d completed March 9, 2026, 8:25 a.m.
Created at: March 4, 2026, 7:49 p.m.