Triple

T17229633
Position Surface form Disambiguated ID Type / Status
Subject socialist calculation debate E418206 entity
Predicate hasImportantConcept P531 FINISHED
Object Pareto efficiency E145374 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: Pareto efficiency | Statement: [socialist calculation debate, hasImportantConcept, Pareto efficiency]

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: Pareto efficiency
Context triple: [socialist calculation debate, hasImportantConcept, Pareto efficiency]
  • A. Pareto efficiency chosen
    Pareto efficiency is an economic concept describing an allocation of resources where no individual can be made better off without making someone else worse off.
  • B. Pareto improvement
    A Pareto improvement is a change in allocation that makes at least one individual better off without making anyone else worse off.
  • C. Hicks–Kaldor compensation criterion
    The Hicks–Kaldor compensation criterion is an economic efficiency test stating that a policy change is desirable if those who gain could in principle compensate those who lose and still be better off, regardless of whether compensation actually occurs.
  • D. second fundamental theorem of welfare economics
    The second fundamental theorem of welfare economics states that, under certain ideal conditions, any Pareto efficient allocation of resources can be achieved as a competitive market equilibrium given an appropriate redistribution of initial endowments.
  • E. Nash equilibrium
    A Nash equilibrium is a game-theoretic solution concept where no player can improve their payoff by unilaterally changing their strategy, given the strategies of all other players.
  • 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_69d886d8e96081909870bff6c3d0bf09 elicitation completed
NER batch_69e42df62ec48190b2ed633a5bcc0255 ner completed
NED1 batch_6a01675eae08819093427b4dc1ffee5f ned_source_triple completed
Created at: April 10, 2026, 5:39 a.m.