Triple
T8968291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sama-Bajau peoples |
E214194
|
entity |
| Predicate | speak |
P741
|
FINISHED |
| Object | Sama–Bajaw languages |
E34674
|
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: Sama–Bajaw languages | Statement: [Sama-Bajau peoples, speak, Sama–Bajaw languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sama–Bajaw languages Context triple: [Sama-Bajau peoples, speak, Sama–Bajaw languages]
-
A.
Sama–Bajaw languages subgroup
chosen
The Sama–Bajaw languages subgroup is a branch of the Austronesian language family spoken primarily by maritime Sama-Bajau peoples across the southern Philippines, eastern Malaysia, and parts of Indonesia.
-
B.
Sama–Bajaw language
The Sama–Bajaw language is a member of the Austronesian language family spoken by the seafaring Sama-Bajau peoples of maritime Southeast Asia, particularly in the Philippines, Malaysia, and Indonesia.
-
C.
Asmat–Kamoro languages
The Asmat–Kamoro languages are a small group of closely related Papuan languages spoken by the Asmat and Kamoro peoples of southern New Guinea.
-
D.
Kove–Mangseng languages
The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
-
E.
Wati languages
Wati languages are a subgroup of Australian Aboriginal Pama–Nyungan languages spoken traditionally across parts of central and western Australia.
- 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_69ca839dbf608190a2f5990477115d29 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6764aca48190a5e472d1b6841886 |
completed | April 1, 2026, 12:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0174564188190a99e2d46a6563b69 |
completed | April 3, 2026, 7:38 p.m. |
Created at: March 30, 2026, 7:01 p.m.