Triple

T4710284
Position Surface form Disambiguated ID Type / Status
Subject Norberto Bobbio E104490 entity
Predicate notableWork P4 FINISHED
Object 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.
E464826 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: The Future of Democracy | Statement: [Norberto Bobbio, notableWork, The Future of Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Future of Democracy
Context triple: [Norberto Bobbio, notableWork, The Future of Democracy]
  • A. 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.
  • 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. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • D. Securing Democracy
    Securing Democracy is a political book by journalist Glenn Greenwald that critiques post-9/11 U.S. policies and the erosion of civil liberties in the name of national security.
  • E. 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.
  • 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: The Future of Democracy
Triple: [Norberto Bobbio, notableWork, The Future of Democracy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Future of Democracy
Target entity description: 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.
  • A. 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.
  • 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. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • D. Securing Democracy
    Securing Democracy is a political book by journalist Glenn Greenwald that critiques post-9/11 U.S. policies and the erosion of civil liberties in the name of national security.
  • E. 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.
  • 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_69bd43eac3c08190af7e4020c6c3704c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd63ee712c81908da60aa0df58efe0 completed March 20, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be1078784c81908e9a3fd0b168cadc completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be11c41a7c81909f00d8301e224ec2 completed March 21, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69be12497a90819086176bf8a8111517 completed March 21, 2026, 3:36 a.m.
Created at: March 20, 2026, 1:17 p.m.