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.