Triple
T19254699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Anyang' Nyong'o |
E481483
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Popular Struggles for Democracy in Africa |
—
|
NE NERFINISHED |
How this triple was built (3 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: Popular Struggles for Democracy in Africa | Statement: [Peter Anyang' Nyong'o, notableWork, Popular Struggles for Democracy in Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Popular Struggles for Democracy in Africa Context triple: [Peter Anyang' Nyong'o, notableWork, Popular Struggles for Democracy in Africa]
-
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.
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.
-
C.
Social Origins of Dictatorship and Democracy
Social Origins of Dictatorship and Democracy is a landmark comparative historical study that explains how different patterns of class relations and agrarian structures gave rise to democratic, fascist, or communist political regimes.
-
D.
Nationalism and the Colonial Legacy in Africa
Nationalism and the Colonial Legacy in Africa is a scholarly work that examines how anti-colonial nationalist movements and the structures left by European imperial rule have shaped Africa’s post-independence political, social, and economic trajectories.
-
E.
Contemporary Democracies: Participation, Stability, and Violence
Contemporary Democracies: Participation, Stability, and Violence is a comparative political science book that analyzes how different democratic institutions shape citizen participation, regime stability, and the incidence of political violence.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Popular Struggles for Democracy in Africa Target entity description: Popular Struggles for Democracy in Africa is a scholarly work analyzing the historical and contemporary movements for democratic governance across African countries.
-
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.
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.
-
C.
Social Origins of Dictatorship and Democracy
Social Origins of Dictatorship and Democracy is a landmark comparative historical study that explains how different patterns of class relations and agrarian structures gave rise to democratic, fascist, or communist political regimes.
-
D.
Nationalism and the Colonial Legacy in Africa
Nationalism and the Colonial Legacy in Africa is a scholarly work that examines how anti-colonial nationalist movements and the structures left by European imperial rule have shaped Africa’s post-independence political, social, and economic trajectories.
-
E.
Contemporary Democracies: Participation, Stability, and Violence
Contemporary Democracies: Participation, Stability, and Violence is a comparative political science book that analyzes how different democratic institutions shape citizen participation, regime stability, and the incidence of political violence.
- F. None of above. chosen
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_69d8e8cd9d1081908a181d02b88b59b8 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fb3459d08190a7c28ed3f8c82a97 |
completed | April 20, 2026, 10:08 a.m. |
Created at: April 10, 2026, 1:28 p.m.