Triple

T9337568
Position Surface form Disambiguated ID Type / Status
Subject Kwame E224682 entity
Predicate isNameOf P744 FINISHED
Object 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.
 E797700 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 Ayew | Statement: [Kwame, isNameOf, Kwame Ayew]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kwame Ayew
Context triple: [Kwame, isNameOf, Kwame Ayew]
  • A. Kwame Karikari
    Kwame Karikari is a Ghanaian professional footballer known for playing as a forward for various clubs in Europe and Asia.
  • B. Thomas Kojo
    Thomas Kojo is a Liberian former professional footballer and coach best known for his role as a defender and his involvement with the Liberia national team.
  • C. 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.
  • D. Kofi Jamar
    Kofi Jamar is a Ghanaian rapper, singer, and songwriter known for his blend of hip hop, Afrobeat, and drill music.
  • E. Kwame Dawes
    Kwame Dawes is a Ghanaian-born poet, editor, and critic known for his influential work in contemporary Caribbean and African diaspora literature.
  • 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 Ayew
Triple: [Kwame, isNameOf, Kwame Ayew]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kwame Ayew
Target entity description: 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.
  • A. Kwame Karikari
    Kwame Karikari is a Ghanaian professional footballer known for playing as a forward for various clubs in Europe and Asia.
  • B. Thomas Kojo
    Thomas Kojo is a Liberian former professional footballer and coach best known for his role as a defender and his involvement with the Liberia national team.
  • C. 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.
  • D. Kofi Jamar
    Kofi Jamar is a Ghanaian rapper, singer, and songwriter known for his blend of hip hop, Afrobeat, and drill music.
  • E. Kwame Dawes
    Kwame Dawes is a Ghanaian-born poet, editor, and critic known for his influential work in contemporary Caribbean and African diaspora literature.
  • 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_69d1078635648190ac908fd6bd7228b0 completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d1087d01b08190aa4d17241244c26c completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d1090215308190beda7c0115020f5b completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 7:40 p.m.