Triple
T20016200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macro-Jê languages |
E494723
|
entity |
| Predicate | includesLanguage |
P2177
|
FINISHED |
| Object |
Xokleng language
Xokleng is an indigenous Brazilian language spoken by the Xokleng people of southern Brazil and classified within the Macro-Jê language family.
|
E1407094
|
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 language | Statement: [Macro-Jê languages, includesLanguage, Xokleng language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xokleng language Context triple: [Macro-Jê languages, includesLanguage, Xokleng language]
-
A.
Teke-Kukuya language
The Teke-Kukuya language is a Bantu language spoken by the Teke-Kukuya people in the Republic of the Congo and neighboring regions of Central Africa.
-
B.
Ktunaxa language
Ktunaxa language is an isolate Indigenous language spoken by the Ktunaxa (Kutenai) people of the Pacific Northwest region of North America, primarily in southeastern British Columbia and parts of the northwestern United States.
-
C.
Kaxabu language
The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
-
D.
Okwanuchu language
The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
-
E.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
- 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 language Triple: [Macro-Jê languages, includesLanguage, Xokleng language]
Generated description
Xokleng is an indigenous Brazilian language spoken by the Xokleng people of southern Brazil and classified within the Macro-Jê language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xokleng language Target entity description: Xokleng is an indigenous Brazilian language spoken by the Xokleng people of southern Brazil and classified within the Macro-Jê language family.
-
A.
Teke-Kukuya language
The Teke-Kukuya language is a Bantu language spoken by the Teke-Kukuya people in the Republic of the Congo and neighboring regions of Central Africa.
-
B.
Ktunaxa language
Ktunaxa language is an isolate Indigenous language spoken by the Ktunaxa (Kutenai) people of the Pacific Northwest region of North America, primarily in southeastern British Columbia and parts of the northwestern United States.
-
C.
Kaxabu language
The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
-
D.
Okwanuchu language
The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
-
E.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
- 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.