Triple
T7208414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CMP languages |
E148733
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Tukang Besi–Bonerate languages |
E135938
|
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: Tukang Besi–Bonerate languages | Statement: [CMP languages, hasSubgroup, Tukang Besi–Bonerate languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tukang Besi–Bonerate languages Context triple: [CMP languages, hasSubgroup, Tukang Besi–Bonerate languages]
-
A.
Tukang Besi–Bonerate languages
chosen
The Tukang Besi–Bonerate languages are a small subgroup of Austronesian languages spoken primarily in Southeast Sulawesi, Indonesia, known for their distinctive phonological and grammatical features within the Celebic branch.
-
B.
Tukang Besi language
Tukang Besi is an Austronesian language of the Celebic subgroup spoken primarily in the Tukang Besi (Wakatobi) Islands of southeastern Sulawesi, Indonesia.
-
C.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
D.
Taman languages
Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
-
E.
Subanen languages
The Subanen languages are a group of closely related Austronesian languages spoken by the Subanen people in the Zamboanga Peninsula and nearby areas of Mindanao in the southern Philippines.
- 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_69c687e8cf188190b5f3ecffd681f04e |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e96ae4dc8190b0b9e064ff968c10 |
completed | March 27, 2026, 8:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfc4e6688190ad9e0d31505e65af |
completed | March 28, 2026, 11:47 a.m. |
Created at: March 27, 2026, 2:52 p.m.