Triple

T6435789
Position Surface form Disambiguated ID Type / Status
Subject O Cameroon, Cradle of Our Forefathers E129890 entity
Predicate lyricsBy P1141 FINISHED
Object Samuel Minkio Bamba
Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
E593386 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: Samuel Minkio Bamba | Statement: [O Cameroon, Cradle of Our Forefathers, lyricsBy, Samuel Minkio Bamba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel Minkio Bamba
Context triple: [O Cameroon, Cradle of Our Forefathers, lyricsBy, Samuel Minkio Bamba]
  • A. 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.
  • B. Constantino Chiwenga
    Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
  • 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. Maurice Odumbe
    Maurice Odumbe is a former Kenyan cricketer and all-rounder who was one of the country's leading players during its rise on the international stage in the 1990s and early 2000s.
  • 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: Samuel Minkio Bamba
Triple: [O Cameroon, Cradle of Our Forefathers, lyricsBy, Samuel Minkio Bamba]
Generated description
Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel Minkio Bamba
Target entity description: Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
  • A. 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.
  • B. Constantino Chiwenga
    Constantino Chiwenga is a Zimbabwean military commander-turned-politician who played a central role in the 2017 coup that led to Robert Mugabe’s ouster and later became the country’s vice president.
  • 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. Maurice Odumbe
    Maurice Odumbe is a former Kenyan cricketer and all-rounder who was one of the country's leading players during its rise on the international stage in the 1990s and early 2000s.
  • 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_69c64bbf31bc8190981362639a0e1ce5 completed March 27, 2026, 9:19 a.m.
NEDg Description generation batch_69c64c467d4881909a2bb21e64ed8962 completed March 27, 2026, 9:22 a.m.
NED2 Entity disambiguation (via description) batch_69c64cb64a78819086a84cf36bb06a1b completed March 27, 2026, 9:24 a.m.
Created at: March 22, 2026, 4:45 p.m.