Triple

T6435652
Position Surface form Disambiguated ID Type / Status
Subject Prime Minister of Cameroon E129887 entity
Predicate officeHolder P537 FINISHED
Object Joseph Dion Ngute
Joseph Dion Ngute is a Cameroonian politician and academic who has served as the country’s prime minister, playing a key role in its contemporary governance.
E593151 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: Joseph Dion Ngute | Statement: [Prime Minister of Cameroon, officeHolder, Joseph Dion Ngute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Dion Ngute
Context triple: [Prime Minister of Cameroon, officeHolder, Joseph Dion Ngute]
  • A. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • B. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • C. Charles Misodi Njapa
    Charles Misodi Njapa is the birth name of American rapper and producer Masta Ace, known for his influential work in East Coast hip hop since the late 1980s.
  • D. Charles Misodi Njapa
    Charles Misodi Njapa, better known by his stage name 88-Keys, is an American hip hop record producer and rapper recognized for his soulful, sample-based production and collaborations with prominent artists like Kanye West.
  • E. Chenjerai Hove
    Chenjerai Hove was a prominent Zimbabwean novelist, poet, and essayist known for his powerful critiques of colonialism and post-independence politics.
  • 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: Joseph Dion Ngute
Triple: [Prime Minister of Cameroon, officeHolder, Joseph Dion Ngute]
Generated description
Joseph Dion Ngute is a Cameroonian politician and academic who has served as the country’s prime minister, playing a key role in its contemporary governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Dion Ngute
Target entity description: Joseph Dion Ngute is a Cameroonian politician and academic who has served as the country’s prime minister, playing a key role in its contemporary governance.
  • A. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • B. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • C. Charles Misodi Njapa
    Charles Misodi Njapa, better known by his stage name 88-Keys, is an American hip hop record producer and rapper recognized for his soulful, sample-based production and collaborations with prominent artists like Kanye West.
  • D. Charles Misodi Njapa
    Charles Misodi Njapa is the birth name of American rapper and producer Masta Ace, known for his influential work in East Coast hip hop since the late 1980s.
  • E. Chenjerai Hove
    Chenjerai Hove was a prominent Zimbabwean novelist, poet, and essayist known for his powerful critiques of colonialism and post-independence politics.
  • 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_69c640f2915c8190aea3578dcd77dd5f completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c64237ae8881908bbaa2760113da7c completed March 27, 2026, 8:39 a.m.
NED2 Entity disambiguation (via description) batch_69c64658463c8190a1d68beec15cab3d completed March 27, 2026, 8:56 a.m.
Created at: March 22, 2026, 4:45 p.m.