Triple

T23359729
Position Surface form Disambiguated ID Type / Status
Subject Joseph Dion Ngute E593151 entity
Predicate placeOfBirth P1 FINISHED
Object Koko, Ndian Division, Southwest Region, Cameroon — 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: Koko, Ndian Division, Southwest Region, Cameroon | Statement: [Joseph Dion Ngute, placeOfBirth, Koko, Ndian Division, Southwest Region, Cameroon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Koko, Ndian Division, Southwest Region, Cameroon
Context triple: [Joseph Dion Ngute, placeOfBirth, Koko, Ndian Division, Southwest Region, Cameroon]
  • A. 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.
  • B. 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.
  • C. West Region of Cameroon
    The West Region of Cameroon is a predominantly highland area in the country’s western part, known for its dense population, rich Bamileke cultural heritage, and significant agricultural and commercial activities.
  • D. North Region of Cameroon
    The North Region of Cameroon is an administrative region in the northern part of the country known for its Sahelian climate, diverse ethnic groups, and important agricultural and pastoral activities.
  • E. South Region of Cameroon
    The South Region of Cameroon is a sparsely populated, forested administrative region in the southern part of the country, known for its coastal access, rich biodiversity, and diverse ethnic groups including the Bassa people.
  • 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: Koko, Ndian Division, Southwest Region, Cameroon
Target entity description: Koko, in Ndian Division of Cameroon's Southwest Region, is a small locality known primarily as the birthplace of politician and Prime Minister Joseph Dion Ngute.
  • A. 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.
  • B. 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.
  • C. West Region of Cameroon
    The West Region of Cameroon is a predominantly highland area in the country’s western part, known for its dense population, rich Bamileke cultural heritage, and significant agricultural and commercial activities.
  • D. North Region of Cameroon
    The North Region of Cameroon is an administrative region in the northern part of the country known for its Sahelian climate, diverse ethnic groups, and important agricultural and pastoral activities.
  • E. South Region of Cameroon
    The South Region of Cameroon is a sparsely populated, forested administrative region in the southern part of the country, known for its coastal access, rich biodiversity, and diverse ethnic groups including the Bassa people.
  • 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19a1a39988190b4b4993b80d5a5f6 completed April 29, 2026, 5:41 a.m.
Created at: April 17, 2026, 5:30 p.m.