Triple
T10728315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Prophetic Fire |
E253007
|
entity |
| Predicate | relatedWorkOfAuthor |
P922
|
FINISHED |
| Object | Democracy Matters |
E253005
|
NE FINISHED |
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: Democracy Matters | Statement: [Black Prophetic Fire, relatedWorkOfAuthor, Democracy Matters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democracy Matters Context triple: [Black Prophetic Fire, relatedWorkOfAuthor, Democracy Matters]
-
A.
Democracy Matters
chosen
Democracy Matters is a political philosophy book by Cornel West that critiques the state of American democracy and explores the threats posed by imperialism, racism, and religious fundamentalism.
-
B.
The Case for Democracy
The Case for Democracy is a political book by Natan Sharansky that argues that the spread of liberal democracy is essential for global security and moral progress.
-
C.
The Future of Democracy
The Future of Democracy is a political philosophy book by Norberto Bobbio that examines the challenges, transformations, and prospects of democratic systems in the modern world.
-
D.
The Pulse of Democracy
The Pulse of Democracy is a seminal book by pollster George Gallup that explores the development, methodology, and democratic significance of public opinion polling in the United States.
-
E.
Democracy in Deficit
Democracy in Deficit is a seminal public choice economics book by James M. Buchanan and Richard Wagner that critiques Keynesian fiscal policy and explains how democratic political incentives lead to chronic government budget deficits.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa5d8be481909a43218b2bfdbe95 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d70fc92a18819089cc67afee1c9b96 |
completed | April 9, 2026, 2:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de5568489c81908a902867feffdb4f |
completed | April 14, 2026, 2:55 p.m. |
Created at: April 8, 2026, 9:14 p.m.