Triple

T21012444
Position Surface form Disambiguated ID Type / Status
Subject Michael Kwame Gbordzoe (formerly Michael Kwame Dadzie) E517583 entity
Predicate birthName P65 FINISHED
Object Michael Kwame Dadzie
Michael Kwame Dadzie, now known as Michael Kwame Gbordzoe, is an individual whose name change reflects a personal or cultural reidentification.
E1467594 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: Michael Kwame Dadzie | Statement: [Michael Kwame Gbordzoe (formerly Michael Kwame Dadzie), birthName, Michael Kwame Dadzie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Kwame Dadzie
Context triple: [Michael Kwame Gbordzoe (formerly Michael Kwame Dadzie), birthName, Michael Kwame Dadzie]
  • A. Kenneth Dadzie
    Kenneth Dadzie was a distinguished Ghanaian diplomat and international civil servant who served as Secretary-General of UNCTAD and played a key role in global trade and development policy.
  • B. John Dadzie
    John Dadzie is an American electronic music producer and DJ best known for his drum and bass and dubstep work under the alias 12th Planet.
  • C. 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.
  • D. Kwame Peprah
    Kwame Peprah is a Ghanaian professional footballer known for playing as a forward, including stints with clubs such as Orlando Pirates and involvement in Ghana’s youth national teams.
  • E. Kwesi Dadzie
    Kwesi Dadzie, better known as Nana Kwesi Gyan-Apenteng, is a prominent Ghanaian journalist, media consultant, and former chairman of the National Media Commission.
  • 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: Michael Kwame Dadzie
Triple: [Michael Kwame Gbordzoe (formerly Michael Kwame Dadzie), birthName, Michael Kwame Dadzie]
Generated description
Michael Kwame Dadzie, now known as Michael Kwame Gbordzoe, is an individual whose name change reflects a personal or cultural reidentification.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Kwame Dadzie
Target entity description: Michael Kwame Dadzie, now known as Michael Kwame Gbordzoe, is an individual whose name change reflects a personal or cultural reidentification.
  • A. Kenneth Dadzie
    Kenneth Dadzie was a distinguished Ghanaian diplomat and international civil servant who served as Secretary-General of UNCTAD and played a key role in global trade and development policy.
  • B. John Dadzie
    John Dadzie is an American electronic music producer and DJ best known for his drum and bass and dubstep work under the alias 12th Planet.
  • C. 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.
  • D. Kwame Peprah
    Kwame Peprah is a Ghanaian professional footballer known for playing as a forward, including stints with clubs such as Orlando Pirates and involvement in Ghana’s youth national teams.
  • E. Kwesi Dadzie
    Kwesi Dadzie, better known as Nana Kwesi Gyan-Apenteng, is a prominent Ghanaian journalist, media consultant, and former chairman of the National Media Commission.
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc40f91c81908c9b6d99869de7aa completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965d103848190af83abb0c239f552 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a09669ac9988190ba5ec8bcf8dc7eb4 completed May 17, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0967821ce08190a23d22439c343f49 completed May 17, 2026, 7 a.m.
Created at: April 16, 2026, 1:53 p.m.