Triple

T9337579
Position Surface form Disambiguated ID Type / Status
Subject Kwame E224682 entity
Predicate isNameOf P744 FINISHED
Object Kwame Agyapong
Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
 E808994 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 Agyapong | Statement: [Kwame, isNameOf, Kwame Agyapong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kwame Agyapong
Context triple: [Kwame, isNameOf, Kwame Agyapong]
  • 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. 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.
  • C. Kwesi Adofo-Mensah
    Kwesi Adofo-Mensah is an NFL executive known for his analytics-driven approach to roster building as the general manager of the Minnesota Vikings.
  • D. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • E. Kwame Adom Frimpong
    Kwame Adom Frimpong is a Ghanaian professional footballer known for playing as a midfielder in the Ghana Premier League.
  • 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 Agyapong
Triple: [Kwame, isNameOf, Kwame Agyapong]
Generated description
Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kwame Agyapong
Target entity description: Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
  • 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. 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.
  • C. Kwesi Adofo-Mensah
    Kwesi Adofo-Mensah is an NFL executive known for his analytics-driven approach to roster building as the general manager of the Minnesota Vikings.
  • D. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • E. Kwame Adom Frimpong
    Kwame Adom Frimpong is a Ghanaian professional footballer known for playing as a midfielder in the Ghana Premier League.
  • 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_69d16110ecb08190a5f456a4a68afabb completed April 4, 2026, 7:05 p.m.
NEDg Description generation batch_69d16557ae088190a0d40bd10495b57c completed April 4, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69d165b0ce8c819099ef178496bb281a completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 7:40 p.m.