Triple

T5775687
Position Surface form Disambiguated ID Type / Status
Subject George F. Will E127434 entity
Predicate notableWork P4 FINISHED
Object Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy
"Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy" is a political commentary book by columnist George F. Will that argues for structural reforms—especially congressional term limits—to revive the quality and integrity of American democratic governance.
E542821 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: Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy | Statement: [George F. Will, notableWork, Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy
Context triple: [George F. Will, notableWork, Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy]
  • A. How Democratic Is the American Constitution?
    "How Democratic Is the American Constitution?" is a scholarly book by political scientist Robert A. Dahl that critically examines the undemocratic features and historical compromises embedded in the U.S. Constitution.
  • B. 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.
  • C. States of Deliberation
    The States of Deliberation is the parliament and primary legislative body of the British Crown Dependency of Guernsey.
  • D. 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.
  • E. Active Liberty: Interpreting Our Democratic Constitution
    "Active Liberty: Interpreting Our Democratic Constitution" is a book by U.S. Supreme Court Justice Stephen Breyer that argues judges should interpret the Constitution in a way that promotes democratic participation and the active involvement of citizens in government.
  • 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: Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy
Triple: [George F. Will, notableWork, Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy]
Generated description
"Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy" is a political commentary book by columnist George F. Will that argues for structural reforms—especially congressional term limits—to revive the quality and integrity of American democratic governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy
Target entity description: "Restoration: Congress, Term Limits and the Recovery of Deliberative Democracy" is a political commentary book by columnist George F. Will that argues for structural reforms—especially congressional term limits—to revive the quality and integrity of American democratic governance.
  • A. How Democratic Is the American Constitution?
    "How Democratic Is the American Constitution?" is a scholarly book by political scientist Robert A. Dahl that critically examines the undemocratic features and historical compromises embedded in the U.S. Constitution.
  • B. 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.
  • C. States of Deliberation
    The States of Deliberation is the parliament and primary legislative body of the British Crown Dependency of Guernsey.
  • D. 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.
  • E. Active Liberty: Interpreting Our Democratic Constitution
    "Active Liberty: Interpreting Our Democratic Constitution" is a book by U.S. Supreme Court Justice Stephen Breyer that argues judges should interpret the Constitution in a way that promotes democratic participation and the active involvement of citizens in government.
  • 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_69c008361fa88190aefa4dc41b051e7f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029de3bb4819087a6f3e920e12990 completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e6fd260819090d5e3c877c8bd31 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08ba48a1c819090f276116a084a01 completed March 23, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69c08c094bd08190bb3d849bf1a80ad0 completed March 23, 2026, 12:40 a.m.
Created at: March 22, 2026, 3:50 p.m.