Triple
T6435631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duala |
E129886
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Duala (Cameroon)
Duala (Cameroon) is a Bantu language spoken by the Duala people of Cameroon, primarily in the coastal Littoral region around the city of Douala.
|
E591942
|
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: Duala (Cameroon) | Statement: [Duala, hasAlternativeName, Duala (Cameroon)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duala (Cameroon) Context triple: [Duala, hasAlternativeName, Duala (Cameroon)]
-
A.
East Region (Cameroon)
East Region (Cameroon) is a large, sparsely populated administrative region in eastern Cameroon known for its extensive tropical forests, rich mineral resources, and significant ethnic and linguistic diversity.
-
B.
Southwest Region of Cameroon
The Southwest Region of Cameroon is an English-speaking coastal area known for its cultural diversity, use of Cameroonian Pidgin English, and major towns like Buea and Limbe.
-
C.
West Region (Cameroon)
West Region (Cameroon) is a predominantly highland administrative region in western Cameroon known for its densely populated Bamileke chiefdoms, rich agricultural production, and vibrant cultural traditions.
-
D.
Northwest Region of Cameroon
The Northwest Region of Cameroon is a predominantly highland, anglophone area known for its cultural diversity, including widespread use of Cameroonian Pidgin English alongside local languages.
-
E.
Adamawa Region (Cameroon)
Adamawa Region is a central region of Cameroon known for its highland plateau, diverse ethnic groups, and role as a transitional zone between the country’s northern savannas and southern forests.
- 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: Duala (Cameroon) Triple: [Duala, hasAlternativeName, Duala (Cameroon)]
Generated description
Duala (Cameroon) is a Bantu language spoken by the Duala people of Cameroon, primarily in the coastal Littoral region around the city of Douala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Duala (Cameroon) Target entity description: Duala (Cameroon) is a Bantu language spoken by the Duala people of Cameroon, primarily in the coastal Littoral region around the city of Douala.
-
A.
East Region (Cameroon)
East Region (Cameroon) is a large, sparsely populated administrative region in eastern Cameroon known for its extensive tropical forests, rich mineral resources, and significant ethnic and linguistic diversity.
-
B.
Southwest Region of Cameroon
The Southwest Region of Cameroon is an English-speaking coastal area known for its cultural diversity, use of Cameroonian Pidgin English, and major towns like Buea and Limbe.
-
C.
West Region (Cameroon)
West Region (Cameroon) is a predominantly highland administrative region in western Cameroon known for its densely populated Bamileke chiefdoms, rich agricultural production, and vibrant cultural traditions.
-
D.
Northwest Region of Cameroon
The Northwest Region of Cameroon is a predominantly highland, anglophone area known for its cultural diversity, including widespread use of Cameroonian Pidgin English alongside local languages.
-
E.
Adamawa Region (Cameroon)
Adamawa Region is a central region of Cameroon known for its highland plateau, diverse ethnic groups, and role as a transitional zone between the country’s northern savannas and southern forests.
- 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_69c069415c3c8190b91bd12ae79edd26 |
completed | March 22, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640efd490819084b3b67b3b0680b6 |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c6420e3fe48190aef959cb7ab1e0d3 |
completed | March 27, 2026, 8:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c642a344e48190bccb0f0d122fca4c |
completed | March 27, 2026, 8:41 a.m. |
Created at: March 22, 2026, 4:45 p.m.