Triple
T6436012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Region (Cameroon) |
E129895
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Bakossi
The Bakossi are an indigenous Bantu-speaking people of southwestern Cameroon, known for their rich oral traditions, agriculture, and distinctive cultural practices tied to the Bakossi Mountains.
|
E595840
|
NE FINISHED |
How this triple was built (4 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: Bakossi | Statement: [Southwest Region (Cameroon), ethnicGroup, Bakossi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bakossi Context triple: [Southwest Region (Cameroon), ethnicGroup, Bakossi]
-
A.
Ndesandjo
Ndesandjo is the surname of Mark Obama Ndesandjo, an American businessman, musician, and author who is the half-brother of former U.S. President Barack Obama.
-
B.
Bakongo
The Bakongo are a Bantu-speaking ethnic group of Central Africa, primarily inhabiting regions of Angola, the Democratic Republic of the Congo, and the Republic of the Congo, known for their rich cultural traditions and historical Kongo Kingdom heritage.
-
C.
Ewondo
Ewondo is a Bantu language spoken primarily by the Ewondo people in central Cameroon, including in and around the capital city, Yaoundé.
-
D.
Ongé
Ongé is a dialectal variety of the Duala language spoken by a specific subgroup of the Duala people in Cameroon.
-
E.
Benina
Benina is a town in eastern Libya that serves as the main gateway to the nearby city of Benghazi through its international airport.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bakossi Triple: [Southwest Region (Cameroon), ethnicGroup, Bakossi]
Generated description
The Bakossi are an indigenous Bantu-speaking people of southwestern Cameroon, known for their rich oral traditions, agriculture, and distinctive cultural practices tied to the Bakossi Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bakossi Target entity description: The Bakossi are an indigenous Bantu-speaking people of southwestern Cameroon, known for their rich oral traditions, agriculture, and distinctive cultural practices tied to the Bakossi Mountains.
-
A.
Ndesandjo
Ndesandjo is the surname of Mark Obama Ndesandjo, an American businessman, musician, and author who is the half-brother of former U.S. President Barack Obama.
-
B.
Bakongo
The Bakongo are a Bantu-speaking ethnic group of Central Africa, primarily inhabiting regions of Angola, the Democratic Republic of the Congo, and the Republic of the Congo, known for their rich cultural traditions and historical Kongo Kingdom heritage.
-
C.
Ewondo
Ewondo is a Bantu language spoken primarily by the Ewondo people in central Cameroon, including in and around the capital city, Yaoundé.
-
D.
Ongé
Ongé is a dialectal variety of the Duala language spoken by a specific subgroup of the Duala people in Cameroon.
-
E.
Benina
Benina is a town in eastern Libya that serves as the main gateway to the nearby city of Benghazi through its international airport.
- F. None of above. chosen
Provenance (5 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_69c0084caac48190a7bc2ad8ba44536f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c069622eb881908b40fc8079d312d6 |
completed | March 22, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6538ca31c8190b4a24662c4eeffe9 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6542f23548190a0905c0e2c7341f6 |
completed | March 27, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c654918d9881909f3886ec52a7b00b |
completed | March 27, 2026, 9:57 a.m. |
Created at: March 22, 2026, 4:45 p.m.