Triple
T23348720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duala (Cameroon) |
E591942
|
entity |
| Predicate | neighboringLanguages |
P16383
|
FINISHED |
| Object |
Bakoko language
The Bakoko language is a Bantu language spoken by the Bakoko people of Cameroon, primarily in the coastal and forest regions near the city of Douala.
|
E1582043
|
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: Bakoko language | Statement: [Duala (Cameroon), neighboringLanguages, Bakoko language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bakoko language Context triple: [Duala (Cameroon), neighboringLanguages, Bakoko language]
-
A.
Gbagyi language
Gbagyi language is a Central Nigerian language spoken predominantly by the Gbagyi (Gwari) people across parts of Nigeria’s Middle Belt region.
-
B.
Ikare-Akoko language
The Ikare-Akoko language is a Yoruboid language variety spoken primarily in and around the town of Ikare-Akoko in southwestern Nigeria.
-
C.
Baka language
The Baka language is a Central African language spoken primarily by the Baka Pygmy communities in parts of Cameroon, Gabon, and the Republic of the Congo.
-
D.
Akweya language
Akweya language is a Niger-Congo language spoken by the Akweya people of central Nigeria and classified within the Idomoid branch.
-
E.
Otukpo language
The Otukpo language is a Niger-Congo language spoken by the Otukpo people of central Nigeria and is part of the Idomoid branch.
- 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: Bakoko language Triple: [Duala (Cameroon), neighboringLanguages, Bakoko language]
Generated description
The Bakoko language is a Bantu language spoken by the Bakoko people of Cameroon, primarily in the coastal and forest regions near the city of Douala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bakoko language Target entity description: The Bakoko language is a Bantu language spoken by the Bakoko people of Cameroon, primarily in the coastal and forest regions near the city of Douala.
-
A.
Gbagyi language
Gbagyi language is a Central Nigerian language spoken predominantly by the Gbagyi (Gwari) people across parts of Nigeria’s Middle Belt region.
-
B.
Ikare-Akoko language
The Ikare-Akoko language is a Yoruboid language variety spoken primarily in and around the town of Ikare-Akoko in southwestern Nigeria.
-
C.
Baka language
The Baka language is a Central African language spoken primarily by the Baka Pygmy communities in parts of Cameroon, Gabon, and the Republic of the Congo.
-
D.
Akweya language
Akweya language is a Niger-Congo language spoken by the Akweya people of central Nigeria and classified within the Idomoid branch.
-
E.
Otukpo language
The Otukpo language is a Niger-Congo language spoken by the Otukpo people of central Nigeria and is part of the Idomoid branch.
- 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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f199cb2a3c8190a5c0c8d8735256c7 |
completed | April 29, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4cba927481908194b998075d522d |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c52f9ecc48190a8d5ae67566ea6ed |
completed | May 19, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c536bb21481908524a8ffe3084ebb |
completed | May 19, 2026, 12:11 p.m. |
Created at: April 17, 2026, 5:19 p.m.