Triple
T22047971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barito–Mahakam languages |
E544810
|
entity |
| Predicate | sharesFeaturesWith |
P5696
|
FINISHED |
| Object | Southeast Barito languages |
—
|
NE NERFINISHED |
How this triple was built (3 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: Southeast Barito languages | Statement: [Barito–Mahakam languages, sharesFeaturesWith, Southeast Barito languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southeast Barito languages Context triple: [Barito–Mahakam languages, sharesFeaturesWith, Southeast Barito languages]
-
A.
Barito–Mahakam languages
The Barito–Mahakam languages are a subgroup of Austronesian languages spoken in parts of Borneo, particularly along the Barito and Mahakam river regions.
-
B.
Alor–Pantar languages
The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
-
C.
Barito languages subgroup
The Barito languages subgroup is a branch of the Austronesian language family spoken primarily along the Barito River region of southern Borneo and known for its close historical links to the Malagasy language of Madagascar.
-
D.
Rejang languages
The Rejang languages are a small group of Austronesian languages spoken primarily in southwestern Sumatra, Indonesia, known for their distinctive phonology and use of the traditional Rejang script.
-
E.
Mundang-Beti languages
The Mundang-Beti languages are a subgroup of Northwest Bantu languages spoken primarily in parts of Central Africa, especially in Cameroon and neighboring regions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southeast Barito languages Target entity description: The Southeast Barito languages are a subgroup of Austronesian languages spoken primarily in southern Borneo, known for their close relationship to Malagasy and distinctive phonological and grammatical features.
-
A.
Barito–Mahakam languages
The Barito–Mahakam languages are a subgroup of Austronesian languages spoken in parts of Borneo, particularly along the Barito and Mahakam river regions.
-
B.
Alor–Pantar languages
The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
-
C.
Barito languages subgroup
chosen
The Barito languages subgroup is a branch of the Austronesian language family spoken primarily along the Barito River region of southern Borneo and known for its close historical links to the Malagasy language of Madagascar.
-
D.
Rejang languages
The Rejang languages are a small group of Austronesian languages spoken primarily in southwestern Sumatra, Indonesia, known for their distinctive phonology and use of the traditional Rejang script.
-
E.
Mundang-Beti languages
The Mundang-Beti languages are a subgroup of Northwest Bantu languages spoken primarily in parts of Central Africa, especially in Cameroon and neighboring regions.
- F. None of above.
Provenance (2 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_69e11e32445c8190ab97089b48a130bb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12830c674819080254d77ee02bc9f |
completed | April 28, 2026, 9:35 p.m. |
Created at: April 16, 2026, 8:26 p.m.