Triple

T6469547
Position Surface form Disambiguated ID Type / Status
Subject Tupi–Guaraní E142312 entity
Predicate hasSubgroup P747 FINISHED
Object Omagua–Cocama subgroup
The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
E596805 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: Omagua–Cocama subgroup | Statement: [Tupi–Guaraní, hasSubgroup, Omagua–Cocama subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Omagua–Cocama subgroup
Context triple: [Tupi–Guaraní, hasSubgroup, Omagua–Cocama subgroup]
  • A. Paresí–Xingu subgroup
    The Paresí–Xingu subgroup is a branch of the Arawakan language family comprising closely related indigenous languages spoken primarily in the Xingu and surrounding regions of Brazil.
  • B. Manda–Pengo subgroup
    The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
  • C. Emberá-Wounaan Comarca
    Emberá-Wounaan Comarca is an indigenous semi-autonomous region in Panama inhabited primarily by the Emberá and Wounaan peoples, recognized for its rich rainforest environment and preservation of traditional cultures.
  • D. South Munda subgroup
    The South Munda subgroup is a branch of the Munda languages within the Austroasiatic family, comprising several related languages spoken primarily in eastern and central India.
  • E. Huitoto (Witoto)
    The Huitoto (Witoto) are an Indigenous people of the northwestern Amazon rainforest, known for their complex cosmology, ritual use of coca and tobacco, and traditional longhouse communal life.
  • 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: Omagua–Cocama subgroup
Triple: [Tupi–Guaraní, hasSubgroup, Omagua–Cocama subgroup]
Generated description
The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Omagua–Cocama subgroup
Target entity description: The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
  • A. Paresí–Xingu subgroup
    The Paresí–Xingu subgroup is a branch of the Arawakan language family comprising closely related indigenous languages spoken primarily in the Xingu and surrounding regions of Brazil.
  • B. Manda–Pengo subgroup
    The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
  • C. Emberá-Wounaan Comarca
    Emberá-Wounaan Comarca is an indigenous semi-autonomous region in Panama inhabited primarily by the Emberá and Wounaan peoples, recognized for its rich rainforest environment and preservation of traditional cultures.
  • D. South Munda subgroup
    The South Munda subgroup is a branch of the Munda languages within the Austroasiatic family, comprising several related languages spoken primarily in eastern and central India.
  • E. Huitoto (Witoto)
    The Huitoto (Witoto) are an Indigenous people of the northwestern Amazon rainforest, known for their complex cosmology, ritual use of coca and tobacco, and traditional longhouse communal life.
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06a16272c81909313455002cd884d completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6539a16648190ba5146a292d61ce7 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6578825d88190a7f9da7a4f3cdfc9 completed March 27, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69c657e45ff88190a169e159bba142f5 completed March 27, 2026, 10:11 a.m.
Created at: March 22, 2026, 4:50 p.m.