Triple

T8475008
Position Surface form Disambiguated ID Type / Status
Subject Chinantecan languages E200367 entity
Predicate includeLanguage P2177 FINISHED
Object Usila Chinantec
Usila Chinantec is an indigenous Chinantecan language spoken primarily in the region around San Felipe Usila in Oaxaca, Mexico.
 E737865 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: Usila Chinantec | Statement: [Chinantecan languages, includeLanguage, Usila Chinantec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Usila Chinantec
Context triple: [Chinantecan languages, includeLanguage, Usila Chinantec]
  • A. Lealao Chinantec
    Lealao Chinantec is an indigenous Chinantecan language spoken in parts of Oaxaca, Mexico, known for its complex tonal system and rich oral tradition.
  • B. Alacatlatzala Mixtec
    Alacatlatzala Mixtec is a variant of the Mixtec language spoken by indigenous communities in the region of Alacatlatzala in Mexico.
  • C. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • D. Yolox Chinantec
    Yolox Chinantec is an indigenous Chinantecan language spoken by the Chinantec people in and around Yolox, Oaxaca, Mexico.
  • E. Cuicatec
    Cuicatec is an indigenous Mesoamerican language spoken in Oaxaca, Mexico, belonging to the Oto-Manguean language family and known for its complex tonal system.
  • 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: Usila Chinantec
Triple: [Chinantecan languages, includeLanguage, Usila Chinantec]
Generated description
Usila Chinantec is an indigenous Chinantecan language spoken primarily in the region around San Felipe Usila in Oaxaca, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Usila Chinantec
Target entity description: Usila Chinantec is an indigenous Chinantecan language spoken primarily in the region around San Felipe Usila in Oaxaca, Mexico.
  • A. Lealao Chinantec
    Lealao Chinantec is an indigenous Chinantecan language spoken in parts of Oaxaca, Mexico, known for its complex tonal system and rich oral tradition.
  • B. Alacatlatzala Mixtec
    Alacatlatzala Mixtec is a variant of the Mixtec language spoken by indigenous communities in the region of Alacatlatzala in Mexico.
  • C. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • D. Yolox Chinantec
    Yolox Chinantec is an indigenous Chinantecan language spoken by the Chinantec people in and around Yolox, Oaxaca, Mexico.
  • E. Cuicatec
    Cuicatec is an indigenous Mesoamerican language spoken in Oaxaca, Mexico, belonging to the Oto-Manguean language family and known for its complex tonal system.
  • 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_69ca831a4f348190bfdd09250e86ae35 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f89e0081909e74beb7c8f55653 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4de1fae48190a1149f639faca147 completed April 2, 2026, 11:07 a.m.
NEDg Description generation batch_69ce4f587a7081908c357f82bc28a1aa completed April 2, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69ce5059e0f48190b8ff08253337f430 completed April 2, 2026, 11:17 a.m.
Created at: March 30, 2026, 6:11 p.m.