Triple

T12184165
Position Surface form Disambiguated ID Type / Status
Subject Cass Sunstein E290289 entity
Predicate notableWork P4 FINISHED
Object Legal Reasoning and Political Conflict
"Legal Reasoning and Political Conflict" is a scholarly book by Cass Sunstein that examines how legal reasoning operates amid deep political and moral disagreements in democratic societies.
E967669 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: Legal Reasoning and Political Conflict | Statement: [Cass Sunstein, notableWork, Legal Reasoning and Political Conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Legal Reasoning and Political Conflict
Context triple: [Cass Sunstein, notableWork, Legal Reasoning and Political Conflict]
  • A. The Essentials from the Science of Legal Theory
    The Essentials from the Science of Legal Theory is an English rendering of al-Ghazali’s seminal work in Islamic legal theory, presenting the foundational principles and methods of deriving Islamic law.
  • B. Law, Pragmatism, and Democracy
    "Law, Pragmatism, and Democracy" is a book by Richard Posner that explores how pragmatic reasoning should guide legal interpretation and democratic governance.
  • 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. The Paradoxes of Legal Science
    The Paradoxes of Legal Science is a 1928 jurisprudential treatise by U.S. Supreme Court Justice Benjamin N. Cardozo that explores the philosophical tensions and logical contradictions within legal reasoning and doctrine.
  • E. States of Deliberation
    The States of Deliberation is the parliament and primary legislative body of the British Crown Dependency of Guernsey.
  • 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: Legal Reasoning and Political Conflict
Triple: [Cass Sunstein, notableWork, Legal Reasoning and Political Conflict]
Generated description
"Legal Reasoning and Political Conflict" is a scholarly book by Cass Sunstein that examines how legal reasoning operates amid deep political and moral disagreements in democratic societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Legal Reasoning and Political Conflict
Target entity description: "Legal Reasoning and Political Conflict" is a scholarly book by Cass Sunstein that examines how legal reasoning operates amid deep political and moral disagreements in democratic societies.
  • A. The Essentials from the Science of Legal Theory
    The Essentials from the Science of Legal Theory is an English rendering of al-Ghazali’s seminal work in Islamic legal theory, presenting the foundational principles and methods of deriving Islamic law.
  • B. Law, Pragmatism, and Democracy
    "Law, Pragmatism, and Democracy" is a book by Richard Posner that explores how pragmatic reasoning should guide legal interpretation and democratic governance.
  • 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. The Paradoxes of Legal Science
    The Paradoxes of Legal Science is a 1928 jurisprudential treatise by U.S. Supreme Court Justice Benjamin N. Cardozo that explores the philosophical tensions and logical contradictions within legal reasoning and doctrine.
  • E. States of Deliberation
    The States of Deliberation is the parliament and primary legislative body of the British Crown Dependency of Guernsey.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d915ffe644819085f4eb64802fe349 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6aecb0881909084f3ff2a9e52ea completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7e1788190b1df4fdfd96118d0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f604c4ef7c8190bc128b1aa535744d completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.