Triple

T10784189
Position Surface form Disambiguated ID Type / Status
Subject Amuzgo language E254409 entity
Predicate hasDialect P4251 FINISHED
Object Northern Amuzgo
Northern Amuzgo is a major regional variety of the Amuzgo language spoken by indigenous Amuzgo communities in parts of southern Mexico.
 E885782 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: Northern Amuzgo | Statement: [Amuzgo language, hasDialect, Northern Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Amuzgo
Context triple: [Amuzgo language, hasDialect, Northern Amuzgo]
  • A. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • B. Lower Amuzgo
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • C. Eastern Nahuatl
    Eastern Nahuatl is a branch of the Nahuatl language continuum spoken in eastern Mexico, encompassing several closely related indigenous dialects.
  • D. Huasteca Nahuatl
    Huasteca Nahuatl is a modern variety of the Nahuatl language spoken by the Huastec Nahua people in northeastern Mexico.
  • E. 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.
  • 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: Northern Amuzgo
Triple: [Amuzgo language, hasDialect, Northern Amuzgo]
Generated description
Northern Amuzgo is a major regional variety of the Amuzgo language spoken by indigenous Amuzgo communities in parts of southern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Amuzgo
Target entity description: Northern Amuzgo is a major regional variety of the Amuzgo language spoken by indigenous Amuzgo 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. Lower Amuzgo
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • C. Eastern Nahuatl
    Eastern Nahuatl is a branch of the Nahuatl language continuum spoken in eastern Mexico, encompassing several closely related indigenous dialects.
  • D. Huasteca Nahuatl
    Huasteca Nahuatl is a modern variety of the Nahuatl language spoken by the Huastec Nahua people in northeastern Mexico.
  • E. 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.
  • 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_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.