Triple

T11565706
Position Surface form Disambiguated ID Type / Status
Subject Pippa Norris E274245 entity
Predicate notableWork P4 FINISHED
Object Democratic Deficit: Critical Citizens Revisited
"Democratic Deficit: Critical Citizens Revisited" is a political science book by Pippa Norris that analyzes declining public trust in democratic institutions and the implications of increasingly critical yet engaged citizens for the health of democracy.
E933772 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: Democratic Deficit: Critical Citizens Revisited | Statement: [Pippa Norris, notableWork, Democratic Deficit: Critical Citizens Revisited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Deficit: Critical Citizens Revisited
Context triple: [Pippa Norris, notableWork, Democratic Deficit: Critical Citizens Revisited]
  • A. 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.
  • B. 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.
  • C. The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy
    The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy is a scholarly book that examines how inequalities in political participation and representation undermine the democratic ideals of the United States.
  • D. 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.
  • E. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • 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: Democratic Deficit: Critical Citizens Revisited
Triple: [Pippa Norris, notableWork, Democratic Deficit: Critical Citizens Revisited]
Generated description
"Democratic Deficit: Critical Citizens Revisited" is a political science book by Pippa Norris that analyzes declining public trust in democratic institutions and the implications of increasingly critical yet engaged citizens for the health of democracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Deficit: Critical Citizens Revisited
Target entity description: "Democratic Deficit: Critical Citizens Revisited" is a political science book by Pippa Norris that analyzes declining public trust in democratic institutions and the implications of increasingly critical yet engaged citizens for the health of democracy.
  • A. 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.
  • B. 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.
  • C. The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy
    The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy is a scholarly book that examines how inequalities in political participation and representation undermine the democratic ideals of the United States.
  • D. 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.
  • E. The Purpose of American Politics
    The Purpose of American Politics is a 1960 book by political theorist Hans Morgenthau that examines the moral foundations, historical development, and guiding principles of the United States’ role in world affairs.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd321f88190a57ecaf079fbbc3f completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e8b1a67481909a05105728acc358 completed April 21, 2026, 3:02 a.m.
NEDg Description generation batch_69e6ef951eb881909810b5923385c4c6 completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f94ac2d0819098a3024eaab908b5 completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.