Triple
T14071156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Achimota School |
E338609
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
John Evans Atta Mills
John Evans Atta Mills was a Ghanaian politician, legal scholar, and tax expert who served as President of Ghana from 2009 until his death in 2012.
|
E1078111
|
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: John Evans Atta Mills | Statement: [Achimota School, hasAlumni, John Evans Atta Mills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Evans Atta Mills Context triple: [Achimota School, hasAlumni, John Evans Atta Mills]
-
A.
Abraham Attah
Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
-
B.
Patrick Oboi Amuriat
Patrick Oboi Amuriat is a Ugandan engineer and opposition politician who leads the Forum for Democratic Change (FDC) party and has been a prominent critic of President Yoweri Museveni’s government.
-
C.
Joseph Boakai
Joseph Boakai is a Liberian politician who served as vice president under President Ellen Johnson Sirleaf and later became a prominent presidential candidate.
-
D.
Obong Victor Attah
Obong Victor Attah is a Nigerian architect and politician who served as the governor of Akwa Ibom State from 1999 to 2007.
-
E.
Kofi Awoonor
Kofi Awoonor was a Ghanaian poet, novelist, and diplomat renowned for blending Ewe oral traditions with modernist poetry and for his influential role in African literature.
- 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: John Evans Atta Mills Triple: [Achimota School, hasAlumni, John Evans Atta Mills]
Generated description
John Evans Atta Mills was a Ghanaian politician, legal scholar, and tax expert who served as President of Ghana from 2009 until his death in 2012.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Evans Atta Mills Target entity description: John Evans Atta Mills was a Ghanaian politician, legal scholar, and tax expert who served as President of Ghana from 2009 until his death in 2012.
-
A.
Abraham Attah
Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
-
B.
Patrick Oboi Amuriat
Patrick Oboi Amuriat is a Ugandan engineer and opposition politician who leads the Forum for Democratic Change (FDC) party and has been a prominent critic of President Yoweri Museveni’s government.
-
C.
Joseph Boakai
Joseph Boakai is a Liberian politician who served as vice president under President Ellen Johnson Sirleaf and later became a prominent presidential candidate.
-
D.
Obong Victor Attah
Obong Victor Attah is a Nigerian architect and politician who served as the governor of Akwa Ibom State from 1999 to 2007.
-
E.
Kofi Awoonor
Kofi Awoonor was a Ghanaian poet, novelist, and diplomat renowned for blending Ewe oral traditions with modernist poetry and for his influential role in African literature.
- 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.