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.