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.