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.