Triple
T7492966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ha language |
E177051
|
entity |
| Predicate | belongsTo |
P35
|
FINISHED |
| Object | Great Lakes Bantu languages |
E234044
|
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: Great Lakes Bantu languages | Statement: [Ha language, belongsTo, Great Lakes Bantu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Great Lakes Bantu languages Context triple: [Ha language, belongsTo, Great Lakes Bantu languages]
-
A.
Great Lakes Bantu languages
chosen
The Great Lakes Bantu languages are a group of closely related Bantu languages spoken around Africa’s Great Lakes region, including languages such as Kirundi, Kinyarwanda, and Luganda.
-
B.
Northeast Coast Bantu languages
The Northeast Coast Bantu languages are a subgroup of Bantu languages spoken along the eastern African coast, including varieties used in parts of Kenya and Tanzania.
-
C.
Western Bantu languages
Western Bantu languages are a major geographic and linguistic subgroup of the Bantu family spoken primarily in western Central Africa, including parts of countries such as Angola, Gabon, and the Republic of the Congo.
-
D.
Southern Bantu languages
Southern Bantu languages are a major branch of the Bantu language family spoken primarily in southern Africa, including well-known languages such as Zulu, Xhosa, and Shona.
-
E.
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.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5784c908190b701959daf082625 |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c7c60b8819090f2c4b16332c557 |
completed | March 28, 2026, 8:39 p.m. |
Created at: March 27, 2026, 3:43 p.m.