Triple
T9192642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aslian languages of Peninsular Malaysia |
E220626
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object | Southern Aslian languages |
E786737
|
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: Southern Aslian languages | Statement: [Aslian languages of Peninsular Malaysia, subdivision, Southern Aslian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Aslian languages Context triple: [Aslian languages of Peninsular Malaysia, subdivision, Southern Aslian languages]
-
A.
Southern Aslian languages
chosen
Southern Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in the southern part of the Malay Peninsula.
-
B.
Northern Aslian languages
The Northern Aslian languages are a branch of the Aslian (Austroasiatic) language family spoken primarily by indigenous Orang Asli communities in northern Peninsular Malaysia and southern Thailand.
-
C.
Central Aslian languages
The Central Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in central Peninsular Malaysia.
-
D.
Central-Eastern Malakula languages
The Central-Eastern Malakula languages are a subgroup of closely related Oceanic languages spoken on the island of Malakula in Vanuatu.
-
E.
Kove–Mangseng languages
The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
- 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd5c1fa9c8190bc5cc6dce8778694 |
completed | April 1, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d121eb1c9881908aebf9e1dab72457 |
completed | April 4, 2026, 2:36 p.m. |
Created at: March 30, 2026, 7:24 p.m.