Triple

T3011621
Position Surface form Disambiguated ID Type / Status
Subject Pigouvian taxes E82233 entity
Predicate relatedConcept P37 FINISHED
Object Pigouvian subsidy
A Pigouvian subsidy is a government payment designed to encourage activities that generate positive externalities, aligning private incentives with social benefits.
E317628 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: Pigouvian subsidy | Statement: [Pigouvian taxes, relatedConcept, Pigouvian subsidy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pigouvian subsidy
Context triple: [Pigouvian taxes, relatedConcept, Pigouvian subsidy]
  • A. Pigouvian taxes
    Pigouvian taxes are corrective taxes designed to address negative externalities by aligning private costs with social costs, thereby improving overall economic efficiency.
  • 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. Subsidies and Countervailing Measures Code
    The Subsidies and Countervailing Measures Code was a multilateral trade agreement under the GATT that set rules for the use of government subsidies and the application of countervailing duties to offset them.
  • D. Laffer curve
    The Laffer curve is an economic theory that illustrates the relationship between tax rates and government revenue, suggesting that beyond a certain point higher tax rates reduce total revenue by discouraging work and investment.
  • E. Coase theorem
    The Coase theorem is an economic theory stating that if property rights are well-defined and transaction costs are negligible, private bargaining will lead to an efficient allocation of resources regardless of the initial assignment of rights.
  • 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: Pigouvian subsidy
Triple: [Pigouvian taxes, relatedConcept, Pigouvian subsidy]
Generated description
A Pigouvian subsidy is a government payment designed to encourage activities that generate positive externalities, aligning private incentives with social benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pigouvian subsidy
Target entity description: A Pigouvian subsidy is a government payment designed to encourage activities that generate positive externalities, aligning private incentives with social benefits.
  • A. Pigouvian taxes
    Pigouvian taxes are corrective taxes designed to address negative externalities by aligning private costs with social costs, thereby improving overall economic efficiency.
  • 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. Subsidies and Countervailing Measures Code
    The Subsidies and Countervailing Measures Code was a multilateral trade agreement under the GATT that set rules for the use of government subsidies and the application of countervailing duties to offset them.
  • D. Laffer curve
    The Laffer curve is an economic theory that illustrates the relationship between tax rates and government revenue, suggesting that beyond a certain point higher tax rates reduce total revenue by discouraging work and investment.
  • E. Coase theorem
    The Coase theorem is an economic theory stating that if property rights are well-defined and transaction costs are negligible, private bargaining will lead to an efficient allocation of resources regardless of the initial assignment of rights.
  • 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_69ad8b1eb53481908c39bbcd1ec104b2 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a4e2c8c8190a8fed3604780826b completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e6410e481909753bef34e053363 completed March 11, 2026, 8:57 a.m.
NEDg Description generation batch_69b12f324fdc8190a279a773ef32ed01 completed March 11, 2026, 9 a.m.
NED2 Entity disambiguation (via description) batch_69b1c641f3308190912252e5d5e4f843 completed March 11, 2026, 7:45 p.m.
Created at: March 8, 2026, 3 p.m.