Triple
T14071161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Achimota School |
E338609
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Ama Ata Aidoo
Ama Ata Aidoo was a renowned Ghanaian author, poet, and playwright celebrated for her pioneering feminist perspectives and influential contributions to African literature.
|
E1078113
|
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: Ama Ata Aidoo | Statement: [Achimota School, hasAlumni, Ama Ata Aidoo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ama Ata Aidoo Context triple: [Achimota School, hasAlumni, Ama Ata Aidoo]
-
A.
Charles Nii Armah Mensah Jr.
Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
-
B.
Flora Nwapa
Flora Nwapa was a pioneering Nigerian novelist and publisher widely regarded as the mother of modern African women’s writing.
-
C.
Petina Gappah
Petina Gappah is a Zimbabwean writer and lawyer known for her award-winning short stories and novels that explore contemporary Zimbabwean life with sharp wit and social insight.
-
D.
Nana Aba Appiah Amfo
Nana Aba Appiah Amfo is a Ghanaian linguist and academic leader who serves as the Vice-Chancellor of the University of Ghana.
-
E.
Dionne Brand
Dionne Brand is a Trinidad-born Canadian poet, novelist, essayist, and former Toronto Poet Laureate renowned for her powerful explorations of race, gender, diaspora, and social justice.
- 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: Ama Ata Aidoo Triple: [Achimota School, hasAlumni, Ama Ata Aidoo]
Generated description
Ama Ata Aidoo was a renowned Ghanaian author, poet, and playwright celebrated for her pioneering feminist perspectives and influential contributions to African literature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ama Ata Aidoo Target entity description: Ama Ata Aidoo was a renowned Ghanaian author, poet, and playwright celebrated for her pioneering feminist perspectives and influential contributions to African literature.
-
A.
Charles Nii Armah Mensah Jr.
Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
-
B.
Flora Nwapa
Flora Nwapa was a pioneering Nigerian novelist and publisher widely regarded as the mother of modern African women’s writing.
-
C.
Petina Gappah
Petina Gappah is a Zimbabwean writer and lawyer known for her award-winning short stories and novels that explore contemporary Zimbabwean life with sharp wit and social insight.
-
D.
Nana Aba Appiah Amfo
Nana Aba Appiah Amfo is a Ghanaian linguist and academic leader who serves as the Vice-Chancellor of the University of Ghana.
-
E.
Dionne Brand
Dionne Brand is a Trinidad-born Canadian poet, novelist, essayist, and former Toronto Poet Laureate renowned for her powerful explorations of race, gender, diaspora, and social justice.
- 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.