Triple
T21917124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamileke languages |
E541208
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Bamileke people |
—
|
NE NERFINISHED |
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: Bamileke people | Statement: [Bamileke languages, spokenBy, Bamileke people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamileke people Context triple: [Bamileke languages, spokenBy, Bamileke people]
-
A.
Bamileke people
chosen
The Bamileke people are a major ethnic group of Cameroon’s western highlands, known for their complex chiefdoms, rich artistic traditions, and influential role in the country’s cultural and economic life.
-
B.
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.
-
C.
Ngbandi people
The Ngbandi people are a Central African ethnic group primarily living along the Ubangi River in the Democratic Republic of the Congo and the Central African Republic, known for their riverine trade, agriculture, and rich oral traditions.
-
D.
Bassa people
The Bassa people are an ethnic group primarily found in Liberia and neighboring West African countries, known for their distinct language, cultural traditions, and historical role in the region.
-
E.
Tontemboan people
The Tontemboan people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and cultural traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c47c4b9c8190a5586a75f5f36453 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1233858308190a877d8015db4d380 |
completed | April 28, 2026, 9:14 p.m. |
Created at: April 16, 2026, 7:43 p.m.