Triple

T9694550
Position Surface form Disambiguated ID Type / Status
Subject Araucanian languages E234613 entity
Predicate languageContact P22730 FINISHED
Object Guaicuruan languages
The Guaicuruan languages are a small family of indigenous languages historically spoken by hunter-gatherer and semi-nomadic peoples of the Gran Chaco region in South America, primarily in parts of Argentina, Paraguay, and Brazil.
E821451 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: Guaicuruan languages | Statement: [Araucanian languages, languageContact, Guaicuruan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guaicuruan languages
Context triple: [Araucanian languages, languageContact, Guaicuruan languages]
  • A. 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.
  • B. Araucanian languages
    Araucanian languages are a small indigenous language family of southern South America, best known for including Mapudungun, the language of the Mapuche people of Chile and Argentina.
  • C. 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.
  • D. Terena language
    The Terena language is an Arawakan indigenous language spoken primarily by the Terena people of Brazil’s Mato Grosso do Sul region.
  • E. San languages
    San languages are a group of indigenous Southern African languages, many featuring distinctive click consonants, spoken by the San (Bushmen) peoples.
  • 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: Guaicuruan languages
Triple: [Araucanian languages, languageContact, Guaicuruan languages]
Generated description
The Guaicuruan languages are a small family of indigenous languages historically spoken by hunter-gatherer and semi-nomadic peoples of the Gran Chaco region in South America, primarily in parts of Argentina, Paraguay, and Brazil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guaicuruan languages
Target entity description: The Guaicuruan languages are a small family of indigenous languages historically spoken by hunter-gatherer and semi-nomadic peoples of the Gran Chaco region in South America, primarily in parts of Argentina, Paraguay, and Brazil.
  • A. 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.
  • B. Araucanian languages
    Araucanian languages are a small indigenous language family of southern South America, best known for including Mapudungun, the language of the Mapuche people of Chile and Argentina.
  • C. 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.
  • D. Terena language
    The Terena language is an Arawakan indigenous language spoken primarily by the Terena people of Brazil’s Mato Grosso do Sul region.
  • E. San languages
    San languages are a group of indigenous Southern African languages, many featuring distinctive click consonants, spoken by the San (Bushmen) peoples.
  • 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_69ca84cb580c8190a7e5f4b3bcdaf2a4 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d348868819083aec7a5da8c455b completed April 1, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c40329448190bccac60a20dcb9d1 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c4eb7a0481908bbd72f6d28d4746 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c5c0e6e88190bbf6eb379e6d1aa3 completed April 5, 2026, 2:15 a.m.
Created at: March 30, 2026, 8:17 p.m.