Triple
T18291562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Geoffrey Brennan |
E438125
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Democracy and Decision
Democracy and Decision is an influential work in political economy that applies rational choice and public choice theory to analyze democratic decision-making and collective choice.
|
E1317119
|
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 Decision | Statement: [Geoffrey Brennan, notableWork, Democracy and Decision]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Democracy and Decision Context triple: [Geoffrey Brennan, notableWork, Democracy and Decision]
-
A.
Democracy and the Limits of Self-Government
Democracy and the Limits of Self-Government is a political science book by Adam Przeworski that critically examines how democratic institutions function in practice and the constraints they face in realizing genuine popular self-rule.
-
B.
Democracy Matters
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.
-
C.
A Preface to Democratic Theory
A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
-
D.
Designing Democracy
Designing Democracy is a scholarly book by legal theorist Cass Sunstein that explores how constitutional design and legal institutions can promote democratic values and effective governance.
-
E.
Deliberative Democracy: Essays on Reason and Politics
Deliberative Democracy: Essays on Reason and Politics is a scholarly collection that explores and develops the theory and practice of deliberative democracy, emphasizing the role of public reasoning in legitimate political decision-making.
- 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 Decision Triple: [Geoffrey Brennan, notableWork, Democracy and Decision]
Generated description
Democracy and Decision is an influential work in political economy that applies rational choice and public choice theory to analyze democratic decision-making and collective choice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Democracy and Decision Target entity description: Democracy and Decision is an influential work in political economy that applies rational choice and public choice theory to analyze democratic decision-making and collective choice.
-
A.
Democracy and the Limits of Self-Government
Democracy and the Limits of Self-Government is a political science book by Adam Przeworski that critically examines how democratic institutions function in practice and the constraints they face in realizing genuine popular self-rule.
-
B.
Democracy Matters
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.
-
C.
A Preface to Democratic Theory
A Preface to Democratic Theory is a foundational political science book by Robert A. Dahl that analyzes and critiques existing models of democracy while proposing a more realistic, pluralist framework for democratic governance.
-
D.
Designing Democracy
Designing Democracy is a scholarly book by legal theorist Cass Sunstein that explores how constitutional design and legal institutions can promote democratic values and effective governance.
-
E.
Deliberative Democracy: Essays on Reason and Politics
Deliberative Democracy: Essays on Reason and Politics is a scholarly collection that explores and develops the theory and practice of deliberative democracy, emphasizing the role of public reasoning in legitimate political decision-making.
- 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_69d8b914530c8190b4474d862a2b2a1b |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e501000bd881909ae64ab64219bef6 |
completed | April 19, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03bb58b4608190868e31df1c6592ae |
completed | May 12, 2026, 11:44 p.m. |
| NEDg | Description generation | batch_6a03bc72aea48190992d7623970eef55 |
completed | May 12, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bd887970819088b68d18791e2a07 |
completed | May 12, 2026, 11:53 p.m. |
Created at: April 10, 2026, 10:35 a.m.