Triple

T10784303
Position Surface form Disambiguated ID Type / Status
Subject San Pedro Amuzgos Amuzgo E254412 entity
Predicate isDistinctFrom P1612 FINISHED
Object Ipalapa Amuzgo
Ipalapa Amuzgo is a distinct variety of the Amuzgo language spoken by the Amuzgo people in the region around Ipalapa in 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: Ipalapa Amuzgo | Statement: [San Pedro Amuzgos Amuzgo, isDistinctFrom, Ipalapa Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ipalapa Amuzgo
Context triple: [San Pedro Amuzgos Amuzgo, isDistinctFrom, Ipalapa Amuzgo]
  • A. Lower Amuzgo
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • B. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • 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. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • E. Amuzgo
    The Amuzgo are an indigenous Mesoamerican people primarily inhabiting the mountainous regions of Guerrero and Oaxaca in southern Mexico, known for their distinct language and rich textile-weaving traditions.
  • 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: Ipalapa Amuzgo
Triple: [San Pedro Amuzgos Amuzgo, isDistinctFrom, Ipalapa Amuzgo]
Generated description
Ipalapa Amuzgo is a distinct variety of the Amuzgo language spoken by the Amuzgo people in the region around Ipalapa in southern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ipalapa Amuzgo
Target entity description: Ipalapa Amuzgo is a distinct variety of the Amuzgo language spoken by the Amuzgo people in the region around Ipalapa in southern Mexico.
  • A. Lower Amuzgo chosen
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • B. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • 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. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • E. Amuzgo
    The Amuzgo are an indigenous Mesoamerican people primarily inhabiting the mountainous regions of Guerrero and Oaxaca in southern Mexico, known for their distinct language and rich textile-weaving traditions.
  • F. None of above.

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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732d2e7cc8190a4cb9a4d7c76ab15 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de5609bf9c81908f47591f74c04701 completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eadb9448190bdf69711394e2ab7 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de607917808190922df6521d7bfb07 completed April 14, 2026, 3:42 p.m.
Created at: April 8, 2026, 9:17 p.m.