Triple

T1357267
Position Surface form Disambiguated ID Type / Status
Subject Arawakan languages E29016 entity
Predicate subfamily P4180 FINISHED
Object 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.
E155576 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: Paresí–Xingu subgroup | Statement: [Arawakan languages, subfamily, Paresí–Xingu subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paresí–Xingu subgroup
Context triple: [Arawakan languages, subfamily, Paresí–Xingu subgroup]
  • A. Oto-Manguean languages
    The Oto-Manguean languages are a large and ancient family of indigenous languages of Mesoamerica, spoken primarily in central and southern Mexico and known for their complex tonal systems and significant cultural history.
  • B. Tupi–Guaraní
    Tupi–Guaraní is a major branch of the Tupian language family comprising numerous indigenous languages of South America, especially in Brazil, Paraguay, Bolivia, and surrounding regions.
  • C. 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.
  • D. Chibchan languages
    Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
  • E. South Banda languages subgroup
    The South Banda languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Banda Sea region of eastern Indonesia.
  • 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: Paresí–Xingu subgroup
Triple: [Arawakan languages, subfamily, Paresí–Xingu subgroup]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paresí–Xingu subgroup
Target entity description: 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.
  • A. Oto-Manguean languages
    The Oto-Manguean languages are a large and ancient family of indigenous languages of Mesoamerica, spoken primarily in central and southern Mexico and known for their complex tonal systems and significant cultural history.
  • B. Tupi–Guaraní
    Tupi–Guaraní is a major branch of the Tupian language family comprising numerous indigenous languages of South America, especially in Brazil, Paraguay, Bolivia, and surrounding regions.
  • C. 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.
  • D. Chibchan languages
    Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
  • E. South Banda languages subgroup
    The South Banda languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Banda Sea region of eastern Indonesia.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c28db5048190a279ee9882caaeaf completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce6e264481909f7cb907486d3e08 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf141c3481909ae5ea849aee7604 completed March 8, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69accfba7fb88190801803f2ee67afe8 completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:56 p.m.