Triple
T22212477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African Writers Series |
E548986
|
entity |
| Predicate | helpedLaunchCareerOf |
P14805
|
FINISHED |
| Object | Ama Ata Aidoo |
—
|
NE NERFINISHED |
How this triple was built (2 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: [African Writers Series, helpedLaunchCareerOf, Ama Ata Aidoo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ama Ata Aidoo Context triple: [African Writers Series, helpedLaunchCareerOf, Ama Ata Aidoo]
-
A.
Ama Ata Aidoo
chosen
Ama Ata Aidoo was a renowned Ghanaian author, poet, and playwright celebrated for her pioneering feminist perspectives and influential contributions to African literature.
-
B.
Ayi Kwei Armah
Ayi Kwei Armah is a Ghanaian novelist and essayist renowned for his politically charged, stylistically experimental works exploring postcolonial corruption, disillusionment, and African identity.
-
C.
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.
-
D.
Akosua Busia
Akosua Busia is a Ghanaian actress, writer, and filmmaker best known for her role in "The Color Purple" and her work as a screenwriter and author.
-
E.
Flora Nwapa
Flora Nwapa was a pioneering Nigerian novelist and publisher widely regarded as the mother of modern African women’s writing.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e3f7e04819089806d81d5ac431e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12b2c8b608190b0047af4ac91b023 |
completed | April 28, 2026, 9:48 p.m. |
Created at: April 16, 2026, 8:36 p.m.