Triple
T12541570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kayode Fayemi |
E299849
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria
Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria is a political memoir by Nigerian statesman Kayode Fayemi recounting his experiences in exile and activism during Nigeria’s pro-democracy struggles.
|
E988793
|
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: Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria | Statement: [Kayode Fayemi, notableWork, Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria Context triple: [Kayode Fayemi, notableWork, Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria]
-
A.
Africa in Search of Democracy
Africa in Search of Democracy is a political and philosophical work by Ghanaian scholar-statesman Kofi Abrefa Busia that examines the challenges and prospects of establishing democratic governance in African societies.
-
B.
Movement for the Emancipation of the Niger Delta
The Movement for the Emancipation of the Niger Delta (MEND) is a militant group in Nigeria known for armed attacks, kidnappings, and sabotage targeting the oil industry to protest environmental damage and demand greater local control of oil revenues.
-
C.
The Nigerian Nightmare
The Nigerian Nightmare is the nickname of Kamaru Usman, a dominant Nigerian-American mixed martial artist and former UFC welterweight champion known for his relentless wrestling and striking.
-
D.
Movement for the Survival of the Ogoni People
The Movement for the Survival of the Ogoni People is a Nigerian grassroots organization, co-founded and popularized by activist Ken Saro-Wiwa, that campaigns for the environmental, economic, and political rights of the Ogoni people in the oil-rich Niger Delta.
-
E.
Reforming the Unreformable: Lessons from Nigeria
"Reforming the Unreformable: Lessons from Nigeria" is a policy-focused book by economist and former Nigerian finance minister Ngozi Okonjo-Iweala that chronicles Nigeria’s economic reform efforts and draws broader lessons for governance and development.
- 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: Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria Triple: [Kayode Fayemi, notableWork, Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria]
Generated description
Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria is a political memoir by Nigerian statesman Kayode Fayemi recounting his experiences in exile and activism during Nigeria’s pro-democracy struggles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria Target entity description: Out of the Shadows: Exile and the Struggle for Freedom and Democracy in Nigeria is a political memoir by Nigerian statesman Kayode Fayemi recounting his experiences in exile and activism during Nigeria’s pro-democracy struggles.
-
A.
Africa in Search of Democracy
Africa in Search of Democracy is a political and philosophical work by Ghanaian scholar-statesman Kofi Abrefa Busia that examines the challenges and prospects of establishing democratic governance in African societies.
-
B.
Movement for the Emancipation of the Niger Delta
The Movement for the Emancipation of the Niger Delta (MEND) is a militant group in Nigeria known for armed attacks, kidnappings, and sabotage targeting the oil industry to protest environmental damage and demand greater local control of oil revenues.
-
C.
The Nigerian Nightmare
The Nigerian Nightmare is the nickname of Kamaru Usman, a dominant Nigerian-American mixed martial artist and former UFC welterweight champion known for his relentless wrestling and striking.
-
D.
Movement for the Survival of the Ogoni People
The Movement for the Survival of the Ogoni People is a Nigerian grassroots organization, co-founded and popularized by activist Ken Saro-Wiwa, that campaigns for the environmental, economic, and political rights of the Ogoni people in the oil-rich Niger Delta.
-
E.
Reforming the Unreformable: Lessons from Nigeria
"Reforming the Unreformable: Lessons from Nigeria" is a policy-focused book by economist and former Nigerian finance minister Ngozi Okonjo-Iweala that chronicles Nigeria’s economic reform efforts and draws broader lessons for governance and development.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9546fc620819093335988dbab3256 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6557e6d4c81909ed54a039e92a160 |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566f40c08190baec227fb660c948 |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657aec8fc8190b3b08ccb95595958 |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:57 p.m.