Triple

T9337576
Position Surface form Disambiguated ID Type / Status
Subject Kwame E224682 entity
Predicate isNameOf P744 FINISHED
Object Kwame Sefa Kayi
Kwame Sefa Kayi is a prominent Ghanaian broadcast journalist and radio host, best known for anchoring the popular morning show "Kokrokoo" on Peace FM.
E804707 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 Sefa Kayi | Statement: [Kwame, isNameOf, Kwame Sefa Kayi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kwame Sefa Kayi
Context triple: [Kwame, isNameOf, Kwame Sefa Kayi]
  • A. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • B. 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.
  • C. Kwame Ametepee Tsikata
    Kwame Ametepee Tsikata, better known by his stage name M.anifest, is a Ghanaian rapper, singer, and songwriter acclaimed for his lyrical depth and fusion of hip-hop with African musical influences.
  • D. Kwame Ayew
    Kwame Ayew is a retired Ghanaian professional footballer known for his career as a forward with clubs in Europe and Asia and for representing the Ghana national team.
  • E. 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.
  • 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 Sefa Kayi
Triple: [Kwame, isNameOf, Kwame Sefa Kayi]
Generated description
Kwame Sefa Kayi is a prominent Ghanaian broadcast journalist and radio host, best known for anchoring the popular morning show "Kokrokoo" on Peace FM.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kwame Sefa Kayi
Target entity description: Kwame Sefa Kayi is a prominent Ghanaian broadcast journalist and radio host, best known for anchoring the popular morning show "Kokrokoo" on Peace FM.
  • A. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • B. 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.
  • C. Kwame Ametepee Tsikata
    Kwame Ametepee Tsikata, better known by his stage name M.anifest, is a Ghanaian rapper, singer, and songwriter acclaimed for his lyrical depth and fusion of hip-hop with African musical influences.
  • D. Kwame Ayew
    Kwame Ayew is a retired Ghanaian professional footballer known for his career as a forward with clubs in Europe and Asia and for representing the Ghana national team.
  • E. 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.
  • 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_69d14bd5c89081909533dbfc9f82016d completed April 4, 2026, 5:35 p.m.
NEDg Description generation batch_69d14ca535588190aa2ff77f0658226b completed April 4, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69d14d29d32c8190a8615b3450492abc completed April 4, 2026, 5:40 p.m.
Created at: March 30, 2026, 7:40 p.m.