Triple

T14071166
Position Surface form Disambiguated ID Type / Status
Subject Achimota School E338609 entity
Predicate hasAlumni P51 FINISHED
Object K. B. Asante
K. B. Asante was a prominent Ghanaian diplomat, writer, and public intellectual known for his influential role in the country’s post-independence political and educational discourse.
E1078117 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: K. B. Asante | Statement: [Achimota School, hasAlumni, K. B. Asante]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: K. B. Asante
Context triple: [Achimota School, hasAlumni, K. B. Asante]
  • 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. J. E. Casely Hayford
    J. E. Casely Hayford was a prominent Gold Coast (Ghanaian) nationalist, lawyer, writer, and early Pan-Africanist leader who advocated for African self-governance and cultural pride in the early 20th century.
  • C. Kojo Antwi
    Kojo Antwi is a renowned Ghanaian Afro-pop, highlife, and reggae musician celebrated for his romantic ballads and influential contributions to contemporary West African music.
  • D. Charles Nii Armah Mensah Jr.
    Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
  • E. John Henrik Clarke
    John Henrik Clarke was an influential African-American historian, scholar, and Pan-Africanist whose work emphasized African history and culture as central to understanding world civilization.
  • 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: K. B. Asante
Triple: [Achimota School, hasAlumni, K. B. Asante]
Generated description
K. B. Asante was a prominent Ghanaian diplomat, writer, and public intellectual known for his influential role in the country’s post-independence political and educational discourse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: K. B. Asante
Target entity description: K. B. Asante was a prominent Ghanaian diplomat, writer, and public intellectual known for his influential role in the country’s post-independence political and educational discourse.
  • 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. J. E. Casely Hayford
    J. E. Casely Hayford was a prominent Gold Coast (Ghanaian) nationalist, lawyer, writer, and early Pan-Africanist leader who advocated for African self-governance and cultural pride in the early 20th century.
  • C. Kojo Antwi
    Kojo Antwi is a renowned Ghanaian Afro-pop, highlife, and reggae musician celebrated for his romantic ballads and influential contributions to contemporary West African music.
  • D. Charles Nii Armah Mensah Jr.
    Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
  • E. John Henrik Clarke
    John Henrik Clarke was an influential African-American historian, scholar, and Pan-Africanist whose work emphasized African history and culture as central to understanding world civilization.
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5aa828819098ef55a70a0decbc completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb66cfe2c8190af8354316d4f4df9 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc5c893dc81908538136e0f9170ca completed May 7, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_69fcc64ac93c8190ad40a04c74f70e18 completed May 7, 2026, 5:05 p.m.
Created at: April 9, 2026, 10:21 p.m.