Triple
T5429205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeast Coast Bantu languages |
E121440
|
entity |
| Predicate | usesClassificationSystem |
P2379
|
FINISHED |
| Object | Guthrie classification of Bantu languages |
E155058
|
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: Guthrie classification of Bantu languages | Statement: [Northeast Coast Bantu languages, usesClassificationSystem, Guthrie classification of Bantu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guthrie classification of Bantu languages Context triple: [Northeast Coast Bantu languages, usesClassificationSystem, Guthrie classification of Bantu languages]
-
A.
Guthrie classification of Niger-Congo
chosen
The Guthrie classification of Niger-Congo is a historical linguistic framework that organizes the Niger-Congo language family into geographic and typological groups, widely used as a reference system despite later revisions and critiques.
-
B.
Great Lakes Bantu languages
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.
-
C.
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.
-
D.
Grassfields languages
Grassfields languages are a group of closely related Southern Bantoid languages spoken primarily in the Grassfields region of western Cameroon.
-
E.
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.
- 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_69bd463c65f0819082ee6483ab4b466a |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd883d1bfc8190859bb05cfab065c8 |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3ac2e1e88190a624ba277eca3d03 |
completed | March 22, 2026, 12:41 a.m. |
Created at: March 20, 2026, 2:06 p.m.