Triple
T21721261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melanau language |
E536159
|
entity |
| Predicate | belongsTo |
P35
|
FINISHED |
| Object | Melanau–Kajang subgroup of North Bornean 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: Melanau–Kajang subgroup of North Bornean languages | Statement: [Melanau language, belongsTo, Melanau–Kajang subgroup of North Bornean languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melanau–Kajang subgroup of North Bornean languages Context triple: [Melanau language, belongsTo, Melanau–Kajang subgroup of North Bornean languages]
-
A.
Bornean languages
Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
-
B.
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.
-
C.
Melanau language
The Melanau language is an Austronesian language spoken primarily by the Melanau people of coastal Sarawak in Malaysian Borneo.
-
D.
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.
-
E.
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.
- 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: Melanau–Kajang subgroup of North Bornean languages Target entity description: The Melanau–Kajang subgroup of North Bornean languages is a branch of the Austronesian language family comprising closely related indigenous languages spoken primarily by Melanau and Kajang communities in northern Borneo.
-
A.
Bornean languages
Bornean languages are a subgroup of the Malayo-Polynesian language family spoken on the island of Borneo, encompassing diverse indigenous languages of Brunei, Indonesia, and Malaysia.
-
B.
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.
-
C.
Melanau language
The Melanau language is an Austronesian language spoken primarily by the Melanau people of coastal Sarawak in Malaysian Borneo.
-
D.
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.
-
E.
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.
- F. None of above. chosen
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_69e0c46c6dd88190a595375fa6ebd701 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69efd96f1fbc8190a202f834aec1a319 |
completed | April 27, 2026, 9:47 p.m. |
Created at: April 16, 2026, 6:47 p.m.