Triple
T3092091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Princeton Studies in American Politics |
E64503
|
entity |
| Predicate | notableWorkPublishedInSeries |
P42145
|
FINISHED |
| Object |
“The Hollow Hope: Can Courts Bring About Social Change?”
“The Hollow Hope: Can Courts Bring About Social Change?” is a seminal book by political scientist Gerald N. Rosenberg that argues courts are structurally limited in their ability to produce significant social reform.
|
E326330
|
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 Hollow Hope: Can Courts Bring About Social Change?” | Statement: [Princeton Studies in American Politics, notableWorkPublishedInSeries, “The Hollow Hope: Can Courts Bring About Social Change?”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “The Hollow Hope: Can Courts Bring About Social Change?” Context triple: [Princeton Studies in American Politics, notableWorkPublishedInSeries, “The Hollow Hope: Can Courts Bring About Social Change?”]
-
A.
From Protest to Politics: The Future of the Civil Rights Movement
"From Protest to Politics: The Future of the Civil Rights Movement" is a seminal 1965 essay that argues the U.S. civil rights struggle must evolve from mass protest into organized political action to achieve lasting structural change.
-
B.
The Nature of the Judicial Process
The Nature of the Judicial Process is a classic 1921 legal treatise in which Justice Benjamin N. Cardozo analyzes how judges actually decide cases, exploring the interplay of precedent, logic, and social policy in judicial decision-making.
-
C.
The Authority of the Court and the Peril of Politics
"The Authority of the Court and the Peril of Politics" is a book by former U.S. Supreme Court Justice Stephen Breyer examining how political polarization threatens the legitimacy and functioning of the judiciary.
-
D.
A Matter of Interpretation: Federal Courts and the Law
A Matter of Interpretation: Federal Courts and the Law is a book in which Justice Antonin Scalia articulates and defends his textualist approach to statutory and constitutional interpretation in the American legal system.
-
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: “The Hollow Hope: Can Courts Bring About Social Change?” Triple: [Princeton Studies in American Politics, notableWorkPublishedInSeries, “The Hollow Hope: Can Courts Bring About Social Change?”]
Generated description
“The Hollow Hope: Can Courts Bring About Social Change?” is a seminal book by political scientist Gerald N. Rosenberg that argues courts are structurally limited in their ability to produce significant social reform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “The Hollow Hope: Can Courts Bring About Social Change?” Target entity description: “The Hollow Hope: Can Courts Bring About Social Change?” is a seminal book by political scientist Gerald N. Rosenberg that argues courts are structurally limited in their ability to produce significant social reform.
-
A.
From Protest to Politics: The Future of the Civil Rights Movement
"From Protest to Politics: The Future of the Civil Rights Movement" is a seminal 1965 essay that argues the U.S. civil rights struggle must evolve from mass protest into organized political action to achieve lasting structural change.
-
B.
The Nature of the Judicial Process
The Nature of the Judicial Process is a classic 1921 legal treatise in which Justice Benjamin N. Cardozo analyzes how judges actually decide cases, exploring the interplay of precedent, logic, and social policy in judicial decision-making.
-
C.
The Authority of the Court and the Peril of Politics
"The Authority of the Court and the Peril of Politics" is a book by former U.S. Supreme Court Justice Stephen Breyer examining how political polarization threatens the legitimacy and functioning of the judiciary.
-
D.
A Matter of Interpretation: Federal Courts and the Law
A Matter of Interpretation: Federal Courts and the Law is a book in which Justice Antonin Scalia articulates and defends his textualist approach to statutory and constitutional interpretation in the American legal system.
-
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
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_69ad857c97d88190b26f9b1c90839c77 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada437c5e08190af22f6fa11cf9252 |
completed | March 8, 2026, 4:30 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. |
Created at: March 8, 2026, 3:03 p.m.