Triple
T14668610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaonde |
E344446
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object | Botatwe languages |
E570026
|
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: Botatwe languages | Statement: [Kaonde, subfamily, Botatwe languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Botatwe languages Context triple: [Kaonde, subfamily, Botatwe languages]
-
A.
Botatwe languages
chosen
The Botatwe languages are a group of closely related Bantu languages spoken primarily in southern Zambia and surrounding regions.
-
B.
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.
-
C.
Tiwa languages
The Tiwa languages are a group of closely related Tanoan languages spoken by Tiwa Pueblo peoples in parts of New Mexico and Texas.
-
D.
Jarawan Bantu languages
Jarawan Bantu languages are a small, poorly documented group of Bantu-related languages spoken mainly in parts of Nigeria and Cameroon, notable for their uncertain classification within the Bantu family.
-
E.
Mabia languages
Mabia languages are a group of closely related Gur languages spoken primarily in northern Ghana and surrounding regions of West Africa.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb54dda1c8190bf16d17e26a2bba6 |
completed | April 14, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5e9bb2081908515ab6430e9b1c2 |
completed | May 8, 2026, 12:24 p.m. |
Created at: April 10, 2026, 1:27 a.m.