Triple

T11565658
Position Surface form Disambiguated ID Type / Status
Subject Adam Przeworski E274244 entity
Predicate notableWork P4 FINISHED
Object Democracy and the Market
"Democracy and the Market" is a seminal political science book by Adam Przeworski that analyzes the tensions and interactions between democratic transitions and market-oriented economic reforms.
 E933759 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 the Market | Statement: [Adam Przeworski, notableWork, Democracy and the Market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Democracy and the Market
Context triple: [Adam Przeworski, notableWork, Democracy and the Market]
  • A. Capitalism, Socialism and Democracy
    Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
  • B. Democracy and Its Critics
    Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
  • C. 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.
  • 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. Economic Origins of Dictatorship and Democracy
    Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
  • 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 the Market
Triple: [Adam Przeworski, notableWork, Democracy and the Market]
Generated description
"Democracy and the Market" is a seminal political science book by Adam Przeworski that analyzes the tensions and interactions between democratic transitions and market-oriented economic reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Democracy and the Market
Target entity description: "Democracy and the Market" is a seminal political science book by Adam Przeworski that analyzes the tensions and interactions between democratic transitions and market-oriented economic reforms.
  • A. Capitalism, Socialism and Democracy
    Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
  • B. Democracy and Its Critics
    Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
  • C. 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.
  • 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. Economic Origins of Dictatorship and Democracy
    Economic Origins of Dictatorship and Democracy is a seminal political economy book that analyzes how economic structures and class interests shape the emergence and stability of democratic and authoritarian regimes.
  • 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.