Triple
T14071174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Achimota School |
E338609
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Kwesi Botchwey
Kwesi Botchwey was a prominent Ghanaian economist and politician who served as Ghana’s long-serving Minister of Finance and Economic Planning, particularly noted for overseeing major economic reforms in the 1980s and 1990s.
|
E1084049
|
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: Kwesi Botchwey | Statement: [Achimota School, hasAlumni, Kwesi Botchwey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwesi Botchwey Context triple: [Achimota School, hasAlumni, Kwesi Botchwey]
-
A.
Kwesi Adofo-Mensah
Kwesi Adofo-Mensah is an NFL executive known for his analytics-driven approach to roster building as the general manager of the Minnesota Vikings.
-
B.
Kwesi Arthur
Kwesi Arthur is a Ghanaian rapper and singer known for his versatile blend of hip-hop, trap, and Afrobeats, and as a leading figure in the new wave of Ghanaian music.
-
C.
Victor Kwesi Mensah
Victor Kwesi Mensah is an American rapper, singer, and songwriter from Chicago, best known by his stage name Vic Mensa and for his politically charged hip-hop music.
-
D.
Kwame Agyapong
Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
-
E.
Kofi Siriboe
Kofi Siriboe is an American actor and model best known for his role as Ralph Angel Bordelon on the television series "Queen Sugar."
- 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: Kwesi Botchwey Triple: [Achimota School, hasAlumni, Kwesi Botchwey]
Generated description
Kwesi Botchwey was a prominent Ghanaian economist and politician who served as Ghana’s long-serving Minister of Finance and Economic Planning, particularly noted for overseeing major economic reforms in the 1980s and 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kwesi Botchwey Target entity description: Kwesi Botchwey was a prominent Ghanaian economist and politician who served as Ghana’s long-serving Minister of Finance and Economic Planning, particularly noted for overseeing major economic reforms in the 1980s and 1990s.
-
A.
Kwesi Adofo-Mensah
Kwesi Adofo-Mensah is an NFL executive known for his analytics-driven approach to roster building as the general manager of the Minnesota Vikings.
-
B.
Kwesi Arthur
Kwesi Arthur is a Ghanaian rapper and singer known for his versatile blend of hip-hop, trap, and Afrobeats, and as a leading figure in the new wave of Ghanaian music.
-
C.
Victor Kwesi Mensah
Victor Kwesi Mensah is an American rapper, singer, and songwriter from Chicago, best known by his stage name Vic Mensa and for his politically charged hip-hop music.
-
D.
Kwame Agyapong
Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
-
E.
Kofi Siriboe
Kofi Siriboe is an American actor and model best known for his role as Ralph Angel Bordelon on the television series "Queen Sugar."
- 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_69fcf7dc62b081909f3c9259295064cf |
completed | May 7, 2026, 8:36 p.m. |
| NEDg | Description generation | batch_69fd066f900c8190a4e2674a25a6f510 |
completed | May 7, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd06e35174819098c33a741f1581fc |
completed | May 7, 2026, 9:40 p.m. |
Created at: April 9, 2026, 10:21 p.m.