Triple
T200748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian languages |
E4098
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
Sama–Bajaw languages subgroup
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.
|
E34674
|
NE FINISHED |
How this triple was built (4 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 subgroup | Statement: [Austronesian languages, hasSubfamily, Sama–Bajaw languages subgroup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sama–Bajaw languages subgroup Context triple: [Austronesian languages, hasSubfamily, Sama–Bajaw languages subgroup]
-
A.
Bisayan languages subgroup
The Bisayan languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Visayas and parts of Mindanao and Luzon in the Philippines.
-
B.
Muna–Buton languages
The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
-
C.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
-
D.
Danao languages
The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
-
E.
Central Banda languages
The Central Banda languages are a group of closely related Banda languages spoken primarily in the Central African Republic and neighboring regions of central Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sama–Bajaw languages subgroup Triple: [Austronesian languages, hasSubfamily, Sama–Bajaw languages subgroup]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sama–Bajaw languages subgroup Target entity description: 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.
-
A.
Bisayan languages subgroup
The Bisayan languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Visayas and parts of Mindanao and Luzon in the Philippines.
-
B.
Muna–Buton languages
The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
-
C.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
-
D.
Danao languages
The Danao languages are a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
-
E.
Central Banda languages
The Central Banda languages are a group of closely related Banda languages spoken primarily in the Central African Republic and neighboring regions of central Africa.
- F. None of above. chosen
Provenance (5 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_69a389a9bb7c81909b60569e4c6074fb |
completed | March 1, 2026, 12:34 a.m. |
| NEDg | Description generation | batch_69a38a53a07881908a1e1a0773680044 |
completed | March 1, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38acac1ec81909578321bb8b0bfd2 |
completed | March 1, 2026, 12:39 a.m. |
Created at: Feb. 28, 2026, 2:44 a.m.