Triple

T14071132
Position Surface form Disambiguated ID Type / Status
Subject Achimota School E338609 entity
Predicate founder P104 FINISHED
Object James Emman Kwegyir Aggrey
James Emman Kwegyir Aggrey was a pioneering Ghanaian educator, missionary, and intellectual renowned for championing co-education, racial equality, and the advancement of African education in the early 20th century.
E1078108 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: James Emman Kwegyir Aggrey | Statement: [Achimota School, founder, James Emman Kwegyir Aggrey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Emman Kwegyir Aggrey
Context triple: [Achimota School, founder, James Emman Kwegyir Aggrey]
  • A. Paul Bogle
    Paul Bogle was a Jamaican Baptist deacon and national hero who led a major 1865 protest against colonial injustice that became known as the Morant Bay Rebellion.
  • B. Samuel Ajayi Crowther
    Samuel Ajayi Crowther was a 19th-century Yoruba linguist, former slave, and pioneering Anglican bishop who led Christian missions and Bible translation efforts in West Africa.
  • C. 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.
  • D. Larry Blyden
    Larry Blyden was an American actor, producer, and television game show host known for his work on Broadway and in early television.
  • E. Sir Patrick Bartholomew Hine
    Sir Patrick Bartholomew Hine is a retired senior Royal Air Force commander who served as Air Officer Commanding-in-Chief of RAF Strike Command and played a key role in coalition air operations during the Gulf War.
  • 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: James Emman Kwegyir Aggrey
Triple: [Achimota School, founder, James Emman Kwegyir Aggrey]
Generated description
James Emman Kwegyir Aggrey was a pioneering Ghanaian educator, missionary, and intellectual renowned for championing co-education, racial equality, and the advancement of African education in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Emman Kwegyir Aggrey
Target entity description: James Emman Kwegyir Aggrey was a pioneering Ghanaian educator, missionary, and intellectual renowned for championing co-education, racial equality, and the advancement of African education in the early 20th century.
  • A. Paul Bogle
    Paul Bogle was a Jamaican Baptist deacon and national hero who led a major 1865 protest against colonial injustice that became known as the Morant Bay Rebellion.
  • B. Samuel Ajayi Crowther
    Samuel Ajayi Crowther was a 19th-century Yoruba linguist, former slave, and pioneering Anglican bishop who led Christian missions and Bible translation efforts in West Africa.
  • C. 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.
  • D. Larry Blyden
    Larry Blyden was an American actor, producer, and television game show host known for his work on Broadway and in early television.
  • E. Sir Patrick Bartholomew Hine
    Sir Patrick Bartholomew Hine is a retired senior Royal Air Force commander who served as Air Officer Commanding-in-Chief of RAF Strike Command and played a key role in coalition air operations during the Gulf War.
  • 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.