Triple

T7056256
Position Surface form Disambiguated ID Type / Status
Subject Enawené-Nawé language E164097 entity
Predicate neighboringLanguage P16383 FINISHED
Object Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
 E641143 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Nambikwara languages | Statement: [Enawené-Nawé language, neighboringLanguage, Nambikwara languages]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nambikwara languages
Context triple: [Enawené-Nawé language, neighboringLanguage, Nambikwara languages]
  • A. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • B. Tucanoan languages
    The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
  • C. Tebu languages
    The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
  • D. Chocoan languages
    The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
  • E. Jivaroan languages
    Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nambikwara languages
Target entity description: The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
  • A. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • B. Tucanoan languages
    The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
  • C. Tebu languages
    The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
  • D. Chocoan languages
    The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
  • E. Jivaroan languages
    Jivaroan languages are a small family of indigenous languages spoken in the Amazonian regions of Ecuador and Peru, known for their complex verbal morphology and association with groups such as the Shuar.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Nambikwara languages
Triple: [Enawené-Nawé language, neighboringLanguage, Nambikwara languages]
Generated description
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c68861678881909961ddf4d779f750 elicitation completed
NER batch_69c6e269050c81908c186609a8a7bcf9 ner completed
NED1 batch_69c7944809348190bfc96df73f1363b3 ned_source_triple completed
NED2 batch_69c7988c70b881909c66fcd9eaf376b0 ned_description completed
NEDg batch_69c7982356948190909eefd2b294d480 nedg completed
Created at: March 27, 2026, 2:38 p.m.