Triple

T9201241
Position Surface form Disambiguated ID Type / Status
Subject Kay Lehman Schlozman E220842 entity
Predicate notableWork P4 FINISHED
Object 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.
E784267 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 Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy | Statement: [Kay Lehman Schlozman, notableWork, The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy
Context triple: [Kay Lehman Schlozman, notableWork, The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy]
  • A. American Politics: The Promise of Disharmony
    American Politics: The Promise of Disharmony is a political science book by Samuel P. Huntington that analyzes the recurring tensions between American ideals and political institutions throughout U.S. history.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The Pulse of Democracy
    The Pulse of Democracy is a seminal book by pollster George Gallup that explores the development, methodology, and democratic significance of public opinion polling in the United States.
  • 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 Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy
Triple: [Kay Lehman Schlozman, notableWork, The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Unheavenly Chorus: Unequal Political Voice and the Broken Promise of American Democracy
Target entity description: 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.
  • A. American Politics: The Promise of Disharmony
    American Politics: The Promise of Disharmony is a political science book by Samuel P. Huntington that analyzes the recurring tensions between American ideals and political institutions throughout U.S. history.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The Pulse of Democracy
    The Pulse of Democracy is a seminal book by pollster George Gallup that explores the development, methodology, and democratic significance of public opinion polling in the United States.
  • 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd9429b448190a078e9cdfedd4918 completed April 1, 2026, 8:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c451210819091188151d799e4cb completed April 4, 2026, 12:33 a.m.
NEDg Description generation batch_69d05dbbe0d08190a15107c17948167f completed April 4, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69d05e34ae6881908172770c6097a5e5 completed April 4, 2026, 12:41 a.m.
Created at: March 30, 2026, 7:25 p.m.