Triple
T12541569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kayode Fayemi |
E299849
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Democracy and Civil Society in Nigeria
"Democracy and Civil Society in Nigeria" is a scholarly work by Kayode Fayemi that analyzes the role, challenges, and impact of civil society organizations in Nigeria’s democratic development and governance.
|
E990122
|
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: Democracy and Civil Society in Nigeria | Statement: [Kayode Fayemi, notableWork, Democracy and Civil Society in Nigeria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democracy and Civil Society in Nigeria Context triple: [Kayode Fayemi, notableWork, Democracy and Civil Society in Nigeria]
-
A.
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.
-
B.
Democracy and Development
"Democracy and Development" is a seminal comparative political economy book by Adam Przeworski and co-authors that analyzes how political regimes influence economic growth, income distribution, and social welfare.
-
C.
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.
-
D.
Democracy in Plural Societies
"Democracy in Plural Societies" is a seminal political science book by Arend Lijphart that develops the theory of consociational democracy as a model for governing deeply divided, multi-ethnic or multi-religious societies.
-
E.
Associations and Democracy
"Associations and Democracy" is a political theory work by Joshua Cohen that explores how voluntary associations and civil society can strengthen democratic governance and citizen participation.
- 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: Democracy and Civil Society in Nigeria Triple: [Kayode Fayemi, notableWork, Democracy and Civil Society in Nigeria]
Generated description
"Democracy and Civil Society in Nigeria" is a scholarly work by Kayode Fayemi that analyzes the role, challenges, and impact of civil society organizations in Nigeria’s democratic development and governance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democracy and Civil Society in Nigeria Target entity description: "Democracy and Civil Society in Nigeria" is a scholarly work by Kayode Fayemi that analyzes the role, challenges, and impact of civil society organizations in Nigeria’s democratic development and governance.
-
A.
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.
-
B.
Democracy and Development
"Democracy and Development" is a seminal comparative political economy book by Adam Przeworski and co-authors that analyzes how political regimes influence economic growth, income distribution, and social welfare.
-
C.
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.
-
D.
Democracy in Plural Societies
"Democracy in Plural Societies" is a seminal political science book by Arend Lijphart that develops the theory of consociational democracy as a model for governing deeply divided, multi-ethnic or multi-religious societies.
-
E.
Associations and Democracy
"Associations and Democracy" is a political theory work by Joshua Cohen that explores how voluntary associations and civil society can strengthen democratic governance and citizen participation.
- 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_69f65799ca588190b9f7a07f5c1a842c |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:57 p.m.