Triple
T18745795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zamboangueño |
E458401
|
entity |
| Predicate | hasSubstrateLanguage |
P11299
|
FINISHED |
| Object |
Sama-Bajau languages
The Sama-Bajau languages are a group of closely related Austronesian languages spoken by the seafaring Sama-Bajau peoples of the southern Philippines, eastern Malaysia, and surrounding maritime regions.
|
E1341240
|
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: [Zamboangueño, hasSubstrateLanguage, Sama-Bajau languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sama-Bajau languages Context triple: [Zamboangueño, hasSubstrateLanguage, Sama-Bajau languages]
-
A.
Tagbanwa languages
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
-
B.
Bontok-Kankanay languages
The Bontok-Kankanay languages are a subgroup of closely related Austronesian languages spoken by indigenous communities in the Cordillera region of northern Luzon in the Philippines.
-
C.
Saluan–Banggai languages
The Saluan–Banggai languages are a subgroup of Austronesian languages spoken primarily in Central Sulawesi and surrounding islands in Indonesia.
-
D.
Mundang-Beti languages
The Mundang-Beti languages are a subgroup of Northwest Bantu languages spoken primarily in parts of Central Africa, especially in Cameroon and neighboring regions.
-
E.
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.
- 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: [Zamboangueño, hasSubstrateLanguage, Sama-Bajau languages]
Generated description
The Sama-Bajau languages are a group of closely related Austronesian languages spoken by the seafaring Sama-Bajau peoples of the southern Philippines, eastern Malaysia, and surrounding maritime 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 by the seafaring Sama-Bajau peoples of the southern Philippines, eastern Malaysia, and surrounding maritime regions.
-
A.
Tagbanwa languages
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
-
B.
Bontok-Kankanay languages
The Bontok-Kankanay languages are a subgroup of closely related Austronesian languages spoken by indigenous communities in the Cordillera region of northern Luzon in the Philippines.
-
C.
Saluan–Banggai languages
The Saluan–Banggai languages are a subgroup of Austronesian languages spoken primarily in Central Sulawesi and surrounding islands in Indonesia.
-
D.
Mundang-Beti languages
The Mundang-Beti languages are a subgroup of Northwest Bantu languages spoken primarily in parts of Central Africa, especially in Cameroon and neighboring regions.
-
E.
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.
- 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_69d8d394dc308190b6725073f5db324c |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e57692c380819091e8a919ab6c9ca9 |
completed | April 20, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a053d330ff48190b090399fe726383d |
completed | May 14, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_6a053e216ce0819093f0e9e9b707fca8 |
completed | May 14, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a053ed266a481908dc9ff85e1d7cf4f |
completed | May 14, 2026, 3:17 a.m. |
Created at: April 10, 2026, 11:51 a.m.