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.