Triple
T23217419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duala people |
E580786
|
entity |
| Predicate | modernLanguageStatus |
P35871
|
FINISHED |
| Object | Duala language is a minority language in Cameroon |
—
|
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: Duala language is a minority language in Cameroon | Statement: [Duala people, modernLanguageStatus, Duala language is a minority language in Cameroon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duala language is a minority language in Cameroon Context triple: [Duala people, modernLanguageStatus, Duala language is a minority language in Cameroon]
-
A.
Duala (Cameroon)
chosen
Duala (Cameroon) is a Bantu language spoken by the Duala people of Cameroon, primarily in the coastal Littoral region around the city of Douala.
-
B.
Jarawa language of Cameroon
The Jarawa language of Cameroon is an Afro-Asiatic (Chadic) language spoken by a small ethnic community in northern Cameroon, distinct from the better-known Jarawa language of the Andaman Islands.
-
C.
Kom language (Cameroon)
Kom is a Grassfields Bantu language spoken primarily by the Kom people in Cameroon’s Northwest Region.
-
D.
Cameroon Western Grassfields linguistic area
The Cameroon Western Grassfields linguistic area is a region in western Cameroon characterized by a cluster of related Grassfields Bantu and other local languages that share many structural features due to long-term contact.
-
E.
Anglophone regions of Cameroon
The Anglophone regions of Cameroon are the primarily English-speaking western areas of the country, historically administered under British rule and distinct from the Francophone majority in language, legal system, and educational 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_69e2460389408190be74f41d217799a9 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1916653f08190a7dcbc659c6b6a25 |
completed | April 29, 2026, 5:04 a.m. |
Created at: April 17, 2026, 4:08 p.m.