Triple
T1614134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sama–Bajaw languages subgroup |
E34674
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Sama–Bajau languages
The Sama–Bajau languages are a group of closely related Austronesian languages spoken primarily by the seafaring Sama-Bajau peoples of the southern Philippines, eastern Malaysia, and surrounding regions.
|
E183452
|
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–Bajau languages | Statement: [Sama–Bajaw languages subgroup, hasAlternativeName, Sama–Bajau languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sama–Bajau languages Context triple: [Sama–Bajaw languages subgroup, hasAlternativeName, Sama–Bajau languages]
-
A.
Saluan–Banggai languages
The Saluan–Banggai languages are a subgroup of Austronesian languages spoken primarily in Central Sulawesi and surrounding islands in Indonesia.
-
B.
Bajau language
The Bajau language is an Austronesian language spoken primarily by the seafaring Bajau people of maritime Southeast Asia, especially in parts of Malaysia, Indonesia, and the Philippines.
-
C.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
-
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.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
- 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–Bajau languages Triple: [Sama–Bajaw languages subgroup, hasAlternativeName, Sama–Bajau languages]
Generated description
The Sama–Bajau languages are a group of closely related Austronesian languages spoken primarily by the seafaring Sama-Bajau peoples of the southern Philippines, eastern Malaysia, and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sama–Bajau languages Target entity description: The Sama–Bajau languages are a group of closely related Austronesian languages spoken primarily by the seafaring Sama-Bajau peoples of the southern Philippines, eastern Malaysia, and surrounding regions.
-
A.
Saluan–Banggai languages
The Saluan–Banggai languages are a subgroup of Austronesian languages spoken primarily in Central Sulawesi and surrounding islands in Indonesia.
-
B.
Bajau language
chosen
The Bajau language is an Austronesian language spoken primarily by the seafaring Bajau people of maritime Southeast Asia, especially in parts of Malaysia, Indonesia, and the Philippines.
-
C.
Manobo languages
The Manobo languages are a group of closely related Austronesian languages spoken primarily by various Manobo ethnic groups in Mindanao in the southern Philippines.
-
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.
Palawano languages
The Palawano languages are a group of closely related Austronesian languages spoken primarily by the Palawano people on the island of Palawan in the Philippines.
- F. None of above.
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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9098f384c81909ef836ee779466e2 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad680e8c908190a62a0a2f92a2b335 |
completed | March 8, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69ad69017e448190b337337431c6f797 |
completed | March 8, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad6966c3108190bf2519f698dd3903 |
completed | March 8, 2026, 12:19 p.m. |
Created at: March 4, 2026, 7:28 p.m.