Triple
T14071168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Achimota School |
E338609
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Yaw Osafo-Maafo
Yaw Osafo-Maafo is a Ghanaian engineer, banker, and politician who has served in several high-level government positions, including as Senior Minister and Minister of Finance.
|
E1078119
|
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: Yaw Osafo-Maafo | Statement: [Achimota School, hasAlumni, Yaw Osafo-Maafo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yaw Osafo-Maafo Context triple: [Achimota School, hasAlumni, Yaw Osafo-Maafo]
-
A.
Tafi Agome
Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
-
B.
Titi Owusu Addo
Titi Owusu Addo is the daughter of Ghanaian rapper Sarkodie and is occasionally mentioned in media related to his personal life.
-
C.
Kwame Yeboah
Kwame Yeboah is a Ghanaian multi-instrumentalist, producer, and songwriter known for his work with artists such as Craig David and his contributions to contemporary Afro-fusion music.
-
D.
Assin Fosu
Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
-
E.
Chidi Ajufo
Chidi Ajufo is a British-Nigerian actor and former professional basketball player known for his roles in action and crime films and television series.
- 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: Yaw Osafo-Maafo Triple: [Achimota School, hasAlumni, Yaw Osafo-Maafo]
Generated description
Yaw Osafo-Maafo is a Ghanaian engineer, banker, and politician who has served in several high-level government positions, including as Senior Minister and Minister of Finance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yaw Osafo-Maafo Target entity description: Yaw Osafo-Maafo is a Ghanaian engineer, banker, and politician who has served in several high-level government positions, including as Senior Minister and Minister of Finance.
-
A.
Tafi Agome
Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
-
B.
Titi Owusu Addo
Titi Owusu Addo is the daughter of Ghanaian rapper Sarkodie and is occasionally mentioned in media related to his personal life.
-
C.
Kwame Yeboah
Kwame Yeboah is a Ghanaian multi-instrumentalist, producer, and songwriter known for his work with artists such as Craig David and his contributions to contemporary Afro-fusion music.
-
D.
Assin Fosu
Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
-
E.
Chidi Ajufo
Chidi Ajufo is a British-Nigerian actor and former professional basketball player known for his roles in action and crime films and television series.
- 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.