Triple
T20016194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macro-Jê languages |
E494723
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
Xokleng–Kaingang languages
The Xokleng–Kaingang languages are a small group of closely related Indigenous languages spoken in southern Brazil, traditionally associated with the Xokleng and Kaingang peoples.
|
E1407091
|
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: Xokleng–Kaingang languages | Statement: [Macro-Jê languages, hasSubfamily, Xokleng–Kaingang languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xokleng–Kaingang languages Context triple: [Macro-Jê languages, hasSubfamily, Xokleng–Kaingang languages]
-
A.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
B.
Terena language
The Terena language is an Arawakan indigenous language spoken primarily by the Terena people of Brazil’s Mato Grosso do Sul region.
-
C.
Bororo language
The Bororo language is an indigenous Macro-Jê language of central Brazil, traditionally spoken by the Bororo people and known for its complex phonology and rich oral tradition.
-
D.
Yanomaman languages
The Yanomaman languages are a small family of indigenous languages spoken by the Yanomami peoples of the Amazon rainforest in southern Venezuela and northern Brazil.
-
E.
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.
- 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: Xokleng–Kaingang languages Triple: [Macro-Jê languages, hasSubfamily, Xokleng–Kaingang languages]
Generated description
The Xokleng–Kaingang languages are a small group of closely related Indigenous languages spoken in southern Brazil, traditionally associated with the Xokleng and Kaingang peoples.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xokleng–Kaingang languages Target entity description: The Xokleng–Kaingang languages are a small group of closely related Indigenous languages spoken in southern Brazil, traditionally associated with the Xokleng and Kaingang peoples.
-
A.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
B.
Terena language
The Terena language is an Arawakan indigenous language spoken primarily by the Terena people of Brazil’s Mato Grosso do Sul region.
-
C.
Bororo language
The Bororo language is an indigenous Macro-Jê language of central Brazil, traditionally spoken by the Bororo people and known for its complex phonology and rich oral tradition.
-
D.
Yanomaman languages
The Yanomaman languages are a small family of indigenous languages spoken by the Yanomami peoples of the Amazon rainforest in southern Venezuela and northern Brazil.
-
E.
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.
- 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_69da626bfd288190aa5d65098b6433ae |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6623cb8188190b95913ffed895930 |
completed | April 20, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080e25511081909f4bd039531c30ec |
completed | May 16, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_6a080f164ed88190be61cb4637b2c626 |
completed | May 16, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080f8bb81c819098d39ad6e1642aa8 |
completed | May 16, 2026, 6:32 a.m. |
Created at: April 11, 2026, 3:34 p.m.