Triple

T8630277
Position Surface form Disambiguated ID Type / Status
Subject Hicks–Kaldor compensation criterion E204382 entity
Predicate relatedTo P37 FINISHED
Object Scitovsky paradox
The Scitovsky paradox is an economic concept showing that applying the Kaldor–Hicks compensation test can lead to contradictory welfare judgments, where a change can be deemed an improvement and then a deterioration when reassessed.
 E204382 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: Scitovsky paradox | Statement: [Hicks–Kaldor compensation criterion, relatedTo, Scitovsky paradox]

Disambiguation candidates (2 decisions)

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: Scitovsky paradox
Context triple: [Hicks–Kaldor compensation criterion, relatedTo, Scitovsky paradox]
  • A. Arrow paradox
    The Arrow paradox is an ancient philosophical argument that challenges the coherence of motion by claiming that a flying arrow must be motionless at every instant of its flight.
  • B. 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.
  • C. Allais paradox
    The Allais paradox is a famous decision-making puzzle in behavioral economics that shows how people's choices under risk often violate the expected utility theory, revealing systematic inconsistencies in rational choice models.
  • D. Ellsberg paradox
    The Ellsberg paradox is a famous problem in decision theory and economics that demonstrates how people’s choices often violate expected utility theory due to ambiguity aversion.
  • E. Bergson–Samuelson social welfare function
    The Bergson–Samuelson social welfare function is a formal tool in welfare economics that aggregates individual utilities into a single measure of social welfare to evaluate and compare economic states or policies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scitovsky paradox
Target entity description: The Scitovsky paradox is an economic concept showing that applying the Kaldor–Hicks compensation test can lead to contradictory welfare judgments, where a change can be deemed an improvement and then a deterioration when reassessed.
  • A. Arrow paradox
    The Arrow paradox is an ancient philosophical argument that challenges the coherence of motion by claiming that a flying arrow must be motionless at every instant of its flight.
  • B. Hicks–Kaldor compensation criterion chosen
    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.
  • C. Allais paradox
    The Allais paradox is a famous decision-making puzzle in behavioral economics that shows how people's choices under risk often violate the expected utility theory, revealing systematic inconsistencies in rational choice models.
  • D. Ellsberg paradox
    The Ellsberg paradox is a famous problem in decision theory and economics that demonstrates how people’s choices often violate expected utility theory due to ambiguity aversion.
  • E. Bergson–Samuelson social welfare function
    The Bergson–Samuelson social welfare function is a formal tool in welfare economics that aggregates individual utilities into a single measure of social welfare to evaluate and compare economic states or policies.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Scitovsky paradox
Triple: [Hicks–Kaldor compensation criterion, relatedTo, Scitovsky paradox]
Generated description
The Scitovsky paradox is an economic concept showing that applying the Kaldor–Hicks compensation test can lead to contradictory welfare judgments, where a change can be deemed an improvement and then a deterioration when reassessed.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca834b903c8190add96cc651e1a477 elicitation completed
NER batch_69cc47406efc8190b559c68764b7455d ner completed
NED1 batch_69cebc0acf508190a090fb1edf9420d2 ned_source_triple completed
NED2 batch_69cebdf3f288819088d83165c741d092 ned_description completed
NEDg batch_69cebcc22d208190801b4ec58614dfcb nedg completed
Created at: March 30, 2026, 6:27 p.m.