Triple

T23348621
Position Surface form Disambiguated ID Type / Status
Subject Bakweri E591940 entity
Predicate hasExonym P4705 FINISHED
Object Bakwele
Bakwele is an exonym referring to the Bakweri, a Bantu-speaking ethnic group native to the slopes of Mount Cameroon in Cameroon.
 E1583306 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: Bakwele | Statement: [Bakweri, hasExonym, Bakwele]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bakwele
Context triple: [Bakweri, hasExonym, Bakwele]
  • 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. Kaggaba
    Kaggaba is another name for the Kogi language, an indigenous Chibchan language spoken by the Kogi people of Colombia’s Sierra Nevada de Santa Marta.
  • C. Lubemba
    Lubemba is the traditional kingdom and cultural heartland of the Bemba people in what is now northern Zambia.
  • D. Ngouabi
    Ngouabi is the surname of Marien Ngouabi, the revolutionary military officer who became president of the Republic of the Congo in the late 1960s and early 1970s.
  • E. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • 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: Bakwele
Triple: [Bakweri, hasExonym, Bakwele]
Generated description
Bakwele is an exonym referring to the Bakweri, a Bantu-speaking ethnic group native to the slopes of Mount Cameroon in Cameroon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bakwele
Target entity description: Bakwele is an exonym referring to the Bakweri, a Bantu-speaking ethnic group native to the slopes of Mount Cameroon in Cameroon.
  • 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. Kaggaba
    Kaggaba is another name for the Kogi language, an indigenous Chibchan language spoken by the Kogi people of Colombia’s Sierra Nevada de Santa Marta.
  • C. Lubemba
    Lubemba is the traditional kingdom and cultural heartland of the Bemba people in what is now northern Zambia.
  • D. Ngouabi
    Ngouabi is the surname of Marien Ngouabi, the revolutionary military officer who became president of the Republic of the Congo in the late 1960s and early 1970s.
  • E. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • 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_6a0c5dcc2fec819095f0457c311c25b6 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5f0188388190a76923ea497f1b04 completed May 19, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5fd0c4e88190901c08e6c969e7ac completed May 19, 2026, 1:04 p.m.
Created at: April 17, 2026, 5:19 p.m.