Triple
T200770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian languages |
E4098
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object | Meso-Melanesian languages subgroup (Oceanic) |
E27405
|
NE FINISHED |
How this triple was built (2 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: Meso-Melanesian languages subgroup (Oceanic) | Statement: [Austronesian languages, hasSubfamily, Meso-Melanesian languages subgroup (Oceanic)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Meso-Melanesian languages subgroup (Oceanic) Context triple: [Austronesian languages, hasSubfamily, Meso-Melanesian languages subgroup (Oceanic)]
-
A.
Meso-Melanesian languages
chosen
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
-
B.
Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
-
C.
Central Malayo-Polynesian languages
The Central Malayo-Polynesian languages are a proposed group of Austronesian languages spoken mainly in eastern Indonesia, characterized by shared phonological and grammatical innovations that distinguish them from neighboring Malayo-Polynesian branches.
-
D.
Southeast Solomonic languages
The Southeast Solomonic languages are a subgroup of Oceanic Austronesian languages spoken primarily in the southeastern Solomon Islands.
-
E.
Central–Eastern Oceanic languages
Central–Eastern Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken across parts of Melanesia and Polynesia and known for their shared phonological and grammatical innovations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a254bca59881909a15e1496f1508c7 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25be47ea881909c296b30a0d47a65 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3736ce0148190971ea784bfd171a5 |
completed | Feb. 28, 2026, 10:59 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.