Triple
T22883990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bafang |
E567552
|
entity |
| Predicate | hasNearbyEthnicGroups |
P139568
|
FINISHED |
| Object | Bamiléké peoples |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bamiléké peoples | Statement: [Bafang, hasNearbyEthnicGroups, Bamiléké peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamiléké peoples Context triple: [Bafang, hasNearbyEthnicGroups, Bamiléké peoples]
-
A.
Bamiléké people
chosen
The Bamiléké people are a major Grassfields ethnic group of western Cameroon known for their complex chiefdoms, rich artistic traditions, and dynamic trading and migratory culture.
-
B.
Builsa people
The Builsa people are an ethnic group in northern Ghana known for their distinct cultural traditions, agriculture-based livelihoods, and use of the Buli language.
-
C.
Konjo people
The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
-
D.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
E.
Sango people
The Sango people are a Central African ethnic group primarily associated with the Central African Republic, known for their use of the Sango language as a major lingua franca in the region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyEthnicGroups Context triple: [Bafang, hasNearbyEthnicGroups, Bamiléké peoples]
-
A.
nearEthnicGroup
chosen
Indicates that one entity is located geographically close to an ethnic group.
-
B.
hasNearbyCommunity
Indicates that one entity has another community located close to it in geographic or spatial terms.
-
C.
mayBelongToEthnicGroup
Indicates that an entity is possibly, but not certainly, a member of a specified ethnic group.
-
D.
sharesBorderWithEthnicGroup
Indicates that a geographic or political entity has a land or maritime boundary directly adjacent to the territory predominantly inhabited by a specified ethnic group.
-
E.
containedEthnicGroup
Indicates that one entity (typically a larger group, region, or population) includes or encompasses a particular ethnic group within it.
- F. None of above.
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_69e2458a92ec81908fc1cd5f6407d2ab |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17fbfc5848190aa612ea51df5a9ec |
completed | April 29, 2026, 3:49 a.m. |
| PD | Predicate disambiguation | batch_69ef3b6b2e2481908258156937b5a745 |
completed | April 27, 2026, 10:33 a.m. |
Created at: April 17, 2026, 3:39 p.m.