Triple
T16383668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benga language |
E397868
|
entity |
| Predicate | languageFamilyBranch |
P1967
|
FINISHED |
| Object | Bantu (Zone A) |
E618745
|
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: Bantu (Zone A) | Statement: [Benga language, languageFamilyBranch, Bantu (Zone A)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu (Zone A) Context triple: [Benga language, languageFamilyBranch, Bantu (Zone A)]
-
A.
Bantu zone A
chosen
Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
-
B.
Bantu (Zone M)
Bantu (Zone M) is a classification group within the Bantu language family that encompasses Bemba and related languages spoken primarily in central and southern Africa.
-
C.
Bantu Zone B
Bantu Zone B is a classification subgroup within the Bantu language family that encompasses several closely related languages spoken primarily in parts of Central Africa.
-
D.
Bantu zone C
Bantu zone C is a group of closely related Bantu languages within the Niger-Congo family, defined as one of the geographic-linguistic clusters in Malcolm Guthrie’s classification system.
-
E.
Bantu zone D
Bantu zone D is a subgroup of Bantu languages in the Guthrie classification system, comprising related languages spoken primarily in parts of Central 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e319de83248190b5d43646fa9b6cda |
completed | April 18, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00356b00408190beab51a23011be67 |
completed | May 10, 2026, 7:36 a.m. |
Created at: April 10, 2026, 5:08 a.m.