Triple

T18291549
Position Surface form Disambiguated ID Type / Status
Subject Democracy in Deficit E438124 entity
Predicate relatedWork P37 FINISHED
Object The Calculus of Consent — NE NERFINISHED

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 Calculus of Consent | Statement: [Democracy in Deficit, relatedWork, The Calculus of Consent]

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 Calculus of Consent
Context triple: [Democracy in Deficit, relatedWork, The Calculus of Consent]
  • A. The Calculus of Consent chosen
    The Calculus of Consent is a foundational work in public choice theory that analyzes how constitutional rules and collective decision-making processes shape political and economic outcomes.
  • B. The Logic of Collective Action
    The Logic of Collective Action is a seminal work in political economy by Mancur Olson that explains why individuals often fail to act in their collective interest without selective incentives or coercive mechanisms.
  • C. The Logic of Liberty
    The Logic of Liberty is a political and economic work by Michael Polanyi that explores the foundations of a free society, emphasizing spontaneous order, personal responsibility, and the limits of centralized planning.
  • D. A Preface to Politics
    A Preface to Politics is a 1913 political and social critique by Walter Lippmann that challenges traditional liberalism and explores how modern industrial society demands new approaches to democracy and governance.
  • E. On the Impossibility of Limited Government
    "On the Impossibility of Limited Government" is an essay by Hans-Hermann Hoppe arguing from an anarcho-capitalist perspective that any minimal state will inevitably expand beyond its intended limits.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d8b914530c8190b4474d862a2b2a1b elicitation completed
NER batch_69e501000bd881909ae64ab64219bef6 ner completed
Created at: April 10, 2026, 10:35 a.m.