Triple

T6469546
Position Surface form Disambiguated ID Type / Status
Subject Tupi–Guaraní E142312 entity
Predicate hasSubgroup P747 FINISHED
Object Guarayu subgroup
The Guarayu subgroup is an indigenous people of the Tupi–Guaraní linguistic and cultural family, traditionally inhabiting regions of lowland Bolivia.
 E596804 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: Guarayu subgroup | Statement: [Tupi–Guaraní, hasSubgroup, Guarayu subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guarayu subgroup
Context triple: [Tupi–Guaraní, hasSubgroup, Guarayu subgroup]
  • A. 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.
  • B. Dorla subgroup
    The Dorla subgroup is a distinct community within the broader Gondi people, characterized by its own cultural practices, dialectal features, and regional identity in central India.
  • C. Angas–Sura subgroup
    The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
  • D. 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.
  • E. 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.
  • 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: Guarayu subgroup
Triple: [Tupi–Guaraní, hasSubgroup, Guarayu subgroup]
Generated description
The Guarayu subgroup is an indigenous people of the Tupi–Guaraní linguistic and cultural family, traditionally inhabiting regions of lowland Bolivia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guarayu subgroup
Target entity description: The Guarayu subgroup is an indigenous people of the Tupi–Guaraní linguistic and cultural family, traditionally inhabiting regions of lowland Bolivia.
  • A. 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.
  • B. Dorla subgroup
    The Dorla subgroup is a distinct community within the broader Gondi people, characterized by its own cultural practices, dialectal features, and regional identity in central India.
  • C. Angas–Sura subgroup
    The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
  • D. 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.
  • E. 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.
  • 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.