Triple

T3092090
Position Surface form Disambiguated ID Type / Status
Subject Princeton Studies in American Politics E64503 entity
Predicate notableWorkPublishedInSeries P42145 FINISHED
Object “Unequal Democracy: The Political Economy of the New Gilded Age”
“Unequal Democracy: The Political Economy of the New Gilded Age” is a widely cited political science book by Larry M. Bartels that analyzes how rising economic inequality in the United States is closely linked to partisan politics and public policy choices.
E326329 NE FINISHED

How this triple was built (5 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: “Unequal Democracy: The Political Economy of the New Gilded Age” | Statement: [Princeton Studies in American Politics, notableWorkPublishedInSeries, “Unequal Democracy: The Political Economy of the New Gilded Age”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Unequal Democracy: The Political Economy of the New Gilded Age”
Context triple: [Princeton Studies in American Politics, notableWorkPublishedInSeries, “Unequal Democracy: The Political Economy of the New Gilded Age”]
  • A. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • B. On Economic Inequality
    On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
  • C. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • D. 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.
  • E. The Code of Capital: How the Law Creates Wealth and Inequality
    The Code of Capital: How the Law Creates Wealth and Inequality is a scholarly book that explains how legal institutions and instruments are used to turn assets into capital, thereby shaping global wealth distribution and reinforcing economic inequality.
  • 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: “Unequal Democracy: The Political Economy of the New Gilded Age”
Triple: [Princeton Studies in American Politics, notableWorkPublishedInSeries, “Unequal Democracy: The Political Economy of the New Gilded Age”]
Generated description
“Unequal Democracy: The Political Economy of the New Gilded Age” is a widely cited political science book by Larry M. Bartels that analyzes how rising economic inequality in the United States is closely linked to partisan politics and public policy choices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Unequal Democracy: The Political Economy of the New Gilded Age”
Target entity description: “Unequal Democracy: The Political Economy of the New Gilded Age” is a widely cited political science book by Larry M. Bartels that analyzes how rising economic inequality in the United States is closely linked to partisan politics and public policy choices.
  • A. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • B. On Economic Inequality
    On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
  • C. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • D. 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.
  • E. The Code of Capital: How the Law Creates Wealth and Inequality
    The Code of Capital: How the Law Creates Wealth and Inequality is a scholarly book that explains how legal institutions and instruments are used to turn assets into capital, thereby shaping global wealth distribution and reinforcing economic inequality.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableWorkPublishedInSeries
Context triple: [Princeton Studies in American Politics, notableWorkPublishedInSeries, “Unequal Democracy: The Political Economy of the New Gilded Age”]
  • A. notableWorkSeries
    Indicates that a work is part of a series for which the subject is notably known or recognized.
  • B. hasPublicationSeries chosen
    Indicates that an entity is part of, or associated with, a particular publication series.
  • C. notableWorkContained
    Indicates that a notable work is included within or is part of another entity, such as a collection, publication, or compilation.
  • D. notableWorkWrittenThere
    Indicates that a notable work was written at or in the specified place.
  • E. notableWorkPublicationDate
    Indicates the date on which a notable work associated with an entity was first published.
  • F. None of above.

Provenance (6 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_69ad857c97d88190b26f9b1c90839c77 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada21055b88190b602425a513af7e6 completed March 8, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b203697abc8190b93e8c85ada5bdfc completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b2043430548190a538c183aef44b44 completed March 12, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b204c812f081908fe5733305123c0e completed March 12, 2026, 12:11 a.m.
PD Predicate disambiguation batch_69ad9ded78f881908be6fc0fb7c35764 completed March 8, 2026, 4:03 p.m.
Created at: March 8, 2026, 3:03 p.m.