Triple

T13672523
Position Surface form Disambiguated ID Type / Status
Subject Koffi Olomide E327784 entity
Predicate birthName P65 FINISHED
Object Antoine Christophe Agbepa Mumba
Antoine Christophe Agbepa Mumba is the Congolese soukous singer, dancer, and bandleader better known by his stage name Koffi Olomide.
E1053105 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: Antoine Christophe Agbepa Mumba | Statement: [Koffi Olomide, birthName, Antoine Christophe Agbepa Mumba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Antoine Christophe Agbepa Mumba
Context triple: [Koffi Olomide, birthName, Antoine Christophe Agbepa Mumba]
  • A. Jean Baptiste Kouame
    Jean Baptiste Kouame is a songwriter best known for contributing to the hit single "Scream & Shout."
  • B. Pierre Goudiaby Atepa
    Pierre Goudiaby Atepa is a prominent Senegalese architect known for major landmark projects across Africa and for founding the Atepa Group architectural firm.
  • C. Léon Mébiame
    Léon Mébiame was a Gabonese politician who served for many years as a key government leader during the long rule of President Omar Bongo.
  • D. Émile Mbouh
    Émile Mbouh is a former Cameroonian footballer best known for representing Cameroon as a midfielder in multiple FIFA World Cups.
  • E. Isidore Mvouba
    Isidore Mvouba is a Congolese politician who has held prominent government roles, including serving as prime minister, and is a leading figure in the Republic of the Congo’s political landscape.
  • 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: Antoine Christophe Agbepa Mumba
Triple: [Koffi Olomide, birthName, Antoine Christophe Agbepa Mumba]
Generated description
Antoine Christophe Agbepa Mumba is the Congolese soukous singer, dancer, and bandleader better known by his stage name Koffi Olomide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Antoine Christophe Agbepa Mumba
Target entity description: Antoine Christophe Agbepa Mumba is the Congolese soukous singer, dancer, and bandleader better known by his stage name Koffi Olomide.
  • A. Jean Baptiste Kouame
    Jean Baptiste Kouame is a songwriter best known for contributing to the hit single "Scream & Shout."
  • B. Pierre Goudiaby Atepa
    Pierre Goudiaby Atepa is a prominent Senegalese architect known for major landmark projects across Africa and for founding the Atepa Group architectural firm.
  • C. Léon Mébiame
    Léon Mébiame was a Gabonese politician who served for many years as a key government leader during the long rule of President Omar Bongo.
  • D. Émile Mbouh
    Émile Mbouh is a former Cameroonian footballer best known for representing Cameroon as a midfielder in multiple FIFA World Cups.
  • E. Isidore Mvouba
    Isidore Mvouba is a Congolese politician who has held prominent government roles, including serving as prime minister, and is a leading figure in the Republic of the Congo’s political landscape.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65aab348190a6611f5765f8392d completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b1222648190a70f50e6e5c34593 completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78c0030e481909c20f21ddaa480dc completed May 3, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69f78d6d74bc8190ad5476a06e8fd8ad completed May 3, 2026, 6:01 p.m.
Created at: April 9, 2026, 9:53 p.m.