Triple
T22418840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flora Nwapa |
E554191
|
entity |
| Predicate | publisherFounded |
P56155
|
FINISHED |
| Object | Flora Nwapa and Co. |
—
|
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: Flora Nwapa and Co. | Statement: [Flora Nwapa, publisherFounded, Flora Nwapa and Co.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flora Nwapa and Co. Context triple: [Flora Nwapa, publisherFounded, Flora Nwapa and Co.]
-
A.
Flora Nwapa
chosen
Flora Nwapa was a pioneering Nigerian novelist and publisher widely regarded as the mother of modern African women’s writing.
-
B.
Kambili Achike
Kambili Achike is the introspective teenage narrator of Chimamanda Ngozi Adichie’s novel "Purple Hibiscus," whose coming-of-age story unfolds amid family oppression and political unrest in Nigeria.
-
C.
Nnimmo Bassey
Nnimmo Bassey is a Nigerian environmental activist, architect, and poet known for his leadership in climate justice and opposition to oil exploitation in the Niger Delta.
-
D.
Elechi Amadi
Elechi Amadi was a Nigerian author and soldier best known for his classic novel "The Concubine" and his contributions to African literature.
-
E.
Christopher Okigbo
Christopher Okigbo was a pioneering Nigerian poet whose modernist, experimental verse made him one of Africa’s most influential literary figures of the 20th century.
- 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_69e11e4e6ce8819085a1e06d886bf21c |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15948dcdc81909d0a792c4498fa70 |
completed | April 29, 2026, 1:05 a.m. |
Created at: April 16, 2026, 8:46 p.m.