Triple

T19992297
Position Surface form Disambiguated ID Type / Status
Subject Kwame Anthony Appiah E494091 entity
Predicate parent P120 FINISHED
Object Joseph Emmanuel Appiah
Joseph Emmanuel Appiah was a prominent Ghanaian lawyer, politician, and diplomat who played a significant role in the country’s early post-independence political life.
E1407314 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: Joseph Emmanuel Appiah | Statement: [Kwame Anthony Appiah, parent, Joseph Emmanuel Appiah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Emmanuel Appiah
Context triple: [Kwame Anthony Appiah, parent, Joseph Emmanuel Appiah]
  • A. Kwame Anthony Akroma-Ampim Kusi Appiah
    Kwame Anthony Akroma-Ampim Kusi Appiah is a British-Ghanaian philosopher and public intellectual known for his influential work on ethics, identity, cosmopolitanism, and African and African-American studies.
  • B. 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.
  • C. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • D. 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.
  • E. Ken Ofori-Atta
    Ken Ofori-Atta is a Ghanaian investment banker and politician who has served as Ghana’s Minister for Finance, playing a key role in the country’s economic and fiscal policy.
  • 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: Joseph Emmanuel Appiah
Triple: [Kwame Anthony Appiah, parent, Joseph Emmanuel Appiah]
Generated description
Joseph Emmanuel Appiah was a prominent Ghanaian lawyer, politician, and diplomat who played a significant role in the country’s early post-independence political life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Emmanuel Appiah
Target entity description: Joseph Emmanuel Appiah was a prominent Ghanaian lawyer, politician, and diplomat who played a significant role in the country’s early post-independence political life.
  • A. Kwame Anthony Akroma-Ampim Kusi Appiah
    Kwame Anthony Akroma-Ampim Kusi Appiah is a British-Ghanaian philosopher and public intellectual known for his influential work on ethics, identity, cosmopolitanism, and African and African-American studies.
  • B. 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.
  • C. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • D. 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.
  • E. Ken Ofori-Atta
    Ken Ofori-Atta is a Ghanaian investment banker and politician who has served as Ghana’s Minister for Finance, playing a key role in the country’s economic and fiscal policy.
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65fe10ffc81908c94168b0a8ea9c9 completed April 20, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e1c30c48190973e2735ecef8354 completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a08100875fc8190a60561870c8b6e32 completed May 16, 2026, 6:34 a.m.
NED2 Entity disambiguation (via description) batch_6a081080c9908190a6029049afe65004 completed May 16, 2026, 6:36 a.m.
Created at: April 11, 2026, 3:31 p.m.