Triple
T16617424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Littoral Region of Cameroon |
E403729
|
entity |
| Predicate | hasMajorEthnicGroup |
P1898
|
FINISHED |
| Object | Bakoko people |
—
|
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: Bakoko people | Statement: [Littoral Region of Cameroon, hasMajorEthnicGroup, Bakoko people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bakoko people Context triple: [Littoral Region of Cameroon, hasMajorEthnicGroup, Bakoko people]
-
A.
Ondo people
The Ondo people are a Yoruba ethnic subgroup primarily found in southwestern Nigeria, known for their rich cultural heritage, traditional institutions, and historical kingdom centered around the city of Ondo.
-
B.
Oyo people
The Oyo people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful Oyo Empire, sophisticated political system, and rich cultural traditions.
-
C.
Ilaje people
The Ilaje people are a coastal Yoruba subgroup in southwestern Nigeria, traditionally known for fishing, seafaring, and riverine trade along the Atlantic coastline.
-
D.
Gbagyi people
The Gbagyi people are an ethnic group primarily found in central Nigeria, known for their agrarian lifestyle, distinctive pottery, and rich cultural traditions.
-
E.
Aja people
The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bakoko people Target entity description: The Bakoko people are a Bantu-speaking ethnic group of Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural presence in the country’s coastal and forested areas.
-
A.
Ondo people
The Ondo people are a Yoruba ethnic subgroup primarily found in southwestern Nigeria, known for their rich cultural heritage, traditional institutions, and historical kingdom centered around the city of Ondo.
-
B.
Oyo people
The Oyo people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful Oyo Empire, sophisticated political system, and rich cultural traditions.
-
C.
Ilaje people
The Ilaje people are a coastal Yoruba subgroup in southwestern Nigeria, traditionally known for fishing, seafaring, and riverine trade along the Atlantic coastline.
-
D.
Gbagyi people
The Gbagyi people are an ethnic group primarily found in central Nigeria, known for their agrarian lifestyle, distinctive pottery, and rich cultural traditions.
-
E.
Aja people
The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
- F. None of above. chosen
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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3754ac9dc8190965197024594742b |
completed | April 18, 2026, 12:12 p.m. |
Created at: April 10, 2026, 5:17 a.m.