Triple

T12184157
Position Surface form Disambiguated ID Type / Status
Subject Cass Sunstein E290289 entity
Predicate notableWork P4 FINISHED
Object The Cost-Benefit Revolution E290294 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Cost-Benefit Revolution | Statement: [Cass Sunstein, notableWork, The Cost-Benefit Revolution]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Cost-Benefit Revolution
Context triple: [Cass Sunstein, notableWork, The Cost-Benefit Revolution]
  • A. The Cost-Benefit Revolution chosen
    The Cost-Benefit Revolution is a book by legal scholar Cass Sunstein that argues for the central role of cost-benefit analysis in modern regulation and public policy.
  • B. Beyond the Invisible Hand
    Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
  • C. Economics and the Public Purpose
    Economics and the Public Purpose is a 1973 book by economist John Kenneth Galbraith that critiques conventional economic theory and advocates for stronger public planning and social control over large corporations to better serve societal needs.
  • D. Economics: The User’s Guide
    Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
  • E. The Politics of Prudence
    The Politics of Prudence is a collection of essays by conservative thinker Russell Kirk that articulates and defends the principles of traditionalist conservatism in modern political life.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d6ab64de5881908d56eb7a75c6cc69 elicitation completed
NER batch_69d915ffe644819085f4eb64802fe349 ner completed
NED1 batch_69f5f6aecb0881909084f3ff2a9e52ea ned_source_triple completed
Created at: April 8, 2026, 9:50 p.m.