Triple

T20016189
Position Surface form Disambiguated ID Type / Status
Subject Macro-Jê languages E494723 entity
Predicate hasSubfamily P747 FINISHED
Object Puri–Coroado languages
The Puri–Coroado languages are an extinct small branch of the Macro-Jê language family once spoken by Indigenous peoples in eastern Brazil.
E1407088 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: Puri–Coroado languages | Statement: [Macro-Jê languages, hasSubfamily, Puri–Coroado languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puri–Coroado languages
Context triple: [Macro-Jê languages, hasSubfamily, Puri–Coroado languages]
  • A. 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.
  • B. Puruborá languages
    The Puruborá languages are a small, poorly documented branch of the Tupian language family once spoken by the Puruborá people of the Brazilian Amazon.
  • C. Barbacoan languages
    The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
  • D. 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.
  • E. Witotoan languages
    The Witotoan languages are a small family of indigenous languages spoken primarily by the Witoto and related peoples in the northwestern Amazon region of Colombia and Peru.
  • 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: Puri–Coroado languages
Triple: [Macro-Jê languages, hasSubfamily, Puri–Coroado languages]
Generated description
The Puri–Coroado languages are an extinct small branch of the Macro-Jê language family once spoken by Indigenous peoples in eastern Brazil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puri–Coroado languages
Target entity description: The Puri–Coroado languages are an extinct small branch of the Macro-Jê language family once spoken by Indigenous peoples in eastern Brazil.
  • A. 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.
  • B. Puruborá languages
    The Puruborá languages are a small, poorly documented branch of the Tupian language family once spoken by the Puruborá people of the Brazilian Amazon.
  • C. Barbacoan languages
    The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
  • D. 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.
  • E. Witotoan languages
    The Witotoan languages are a small family of indigenous languages spoken primarily by the Witoto and related peoples in the northwestern Amazon region of Colombia and Peru.
  • 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6623cb8188190b95913ffed895930 completed April 20, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e25511081909f4bd039531c30ec completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080f164ed88190be61cb4637b2c626 completed May 16, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_6a080f8bb81c819098d39ad6e1642aa8 completed May 16, 2026, 6:32 a.m.
Created at: April 11, 2026, 3:34 p.m.