Triple

T9337575
Position Surface form Disambiguated ID Type / Status
Subject Kwame E224682 entity
Predicate isNameOf P744 FINISHED
Object Kwame Nsiah-Apau
Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
E803154 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: Kwame Nsiah-Apau | Statement: [Kwame, isNameOf, Kwame Nsiah-Apau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kwame Nsiah-Apau
Context triple: [Kwame, isNameOf, Kwame Nsiah-Apau]
  • A. Kwame Obeng Darko
    Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
  • B. DeObia Oparei
    DeObia Oparei is a British actor and playwright known for his roles in film and television, including appearances in projects like Game of Thrones and various major studio movies.
  • C. Emmanuel Nii Adom Quaye
    Emmanuel Nii Adom Quaye is a Ghanaian actor best known for his role as a child soldier in the film "Beasts of No Nation."
  • D. Kwame Ampadu
    Kwame Ampadu is a former professional footballer and coach, best known for his playing career as a midfielder and subsequent coaching roles in English and European football.
  • E. Stephen Appiah
    Stephen Appiah is a retired Ghanaian midfielder best known for captaining the Ghana national football team during their first-ever FIFA World Cup appearance in 2006.
  • 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: Kwame Nsiah-Apau
Triple: [Kwame, isNameOf, Kwame Nsiah-Apau]
Generated description
Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kwame Nsiah-Apau
Target entity description: Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • A. Kwame Obeng Darko
    Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
  • B. DeObia Oparei
    DeObia Oparei is a British actor and playwright known for his roles in film and television, including appearances in projects like Game of Thrones and various major studio movies.
  • C. Emmanuel Nii Adom Quaye
    Emmanuel Nii Adom Quaye is a Ghanaian actor best known for his role as a child soldier in the film "Beasts of No Nation."
  • D. Kwame Ampadu
    Kwame Ampadu is a former professional footballer and coach, best known for his playing career as a midfielder and subsequent coaching roles in English and European football.
  • E. Stephen Appiah
    Stephen Appiah is a retired Ghanaian midfielder best known for captaining the Ghana national football team during their first-ever FIFA World Cup appearance in 2006.
  • 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_69ca84286fcc81909f6e7fd7a7e862a2 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd37f312408190b5501432a6a855b7 completed April 1, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d139bfc054819084b39c16b7bdb2be completed April 4, 2026, 4:18 p.m.
NEDg Description generation batch_69d13a8e79b081908d5b4dce125df678 completed April 4, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69d13b1d2cb481908cdcbeb1a6c81794 completed April 4, 2026, 4:23 p.m.
Created at: March 30, 2026, 7:40 p.m.