Triple
T14071169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Achimota School |
E338609
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
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.
|
E1081900
|
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: Ken Ofori-Atta | Statement: [Achimota School, hasAlumni, Ken Ofori-Atta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ken Ofori-Atta Context triple: [Achimota School, hasAlumni, Ken Ofori-Atta]
-
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.
Emmanuel Agyemang-Badu
Emmanuel Agyemang-Badu is a Ghanaian professional footballer best known as a dynamic central midfielder who played for clubs such as Udinese and represented Ghana at multiple Africa Cup of Nations and the FIFA World Cup.
-
C.
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.
-
D.
Stanley Adjetey
Stanley Adjetey is an artist known for being featured in Mary’s work or projects.
-
E.
Kwame Anyimadu-Antwi
Kwame Anyimadu-Antwi is a Ghanaian politician and lawyer who has served as a Member of Parliament representing the New Juaben South constituency.
- 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: Ken Ofori-Atta Triple: [Achimota School, hasAlumni, Ken Ofori-Atta]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ken Ofori-Atta Target entity description: 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.
-
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.
Emmanuel Agyemang-Badu
Emmanuel Agyemang-Badu is a Ghanaian professional footballer best known as a dynamic central midfielder who played for clubs such as Udinese and represented Ghana at multiple Africa Cup of Nations and the FIFA World Cup.
-
C.
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.
-
D.
Stanley Adjetey
Stanley Adjetey is an artist known for being featured in Mary’s work or projects.
-
E.
Kwame Anyimadu-Antwi
Kwame Anyimadu-Antwi is a Ghanaian politician and lawyer who has served as a Member of Parliament representing the New Juaben South constituency.
- 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_69fcdefcc5708190beacccaa978a4abd |
completed | May 7, 2026, 6:50 p.m. |
| NEDg | Description generation | batch_69fcdfe73b488190b6642927627cdd1b |
completed | May 7, 2026, 6:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fce0f77e108190a2712c51a7b56bfc |
completed | May 7, 2026, 6:59 p.m. |
Created at: April 9, 2026, 10:21 p.m.