Triple

T2306129
Position Surface form Disambiguated ID Type / Status
Subject Amuzgo E51842 entity
Predicate hasSubgroup P747 FINISHED
Object Lower Amuzgo
Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
 E256257 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: Lower Amuzgo | Statement: [Amuzgo, hasSubgroup, Lower Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lower Amuzgo
Context triple: [Amuzgo, hasSubgroup, Lower Amuzgo]
  • A. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • B. 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.
  • C. Amuzgo language
    Amuzgo language is an indigenous Oto-Manguean language spoken primarily by the Amuzgo people in the states of Guerrero and Oaxaca in southern Mexico.
  • D. 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.
  • E. 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.
  • 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: Lower Amuzgo
Triple: [Amuzgo, hasSubgroup, Lower Amuzgo]
Generated description
Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lower Amuzgo
Target entity description: Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • A. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • B. 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.
  • C. Amuzgo language
    Amuzgo language is an indigenous Oto-Manguean language spoken primarily by the Amuzgo people in the states of Guerrero and Oaxaca in southern Mexico.
  • D. 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.
  • E. 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.
  • 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_69ae89575e648190a2e7b5b2e011bd30 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8d49b7c081909f89c71a56067458 completed March 9, 2026, 9:05 a.m.
NED2 Entity disambiguation (via description) batch_69ae8dc4cf44819082f242d6806aa45a completed March 9, 2026, 9:07 a.m.
Created at: March 4, 2026, 7:49 p.m.