Triple

T17797385
Position Surface form Disambiguated ID Type / Status
Subject Gordon Tullock E444327 entity
Predicate schoolOrTradition P3466 FINISHED
Object Virginia school of public choice — NE NERFINISHED

How this triple was built (3 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: Virginia school of public choice | Statement: [Gordon Tullock, schoolOrTradition, Virginia school of public choice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Virginia school of public choice
Context triple: [Gordon Tullock, schoolOrTradition, Virginia school of public choice]
  • A. Center for Study of Public Choice
    The Center for Study of Public Choice is a research institute devoted to applying economic analysis to political decision-making and collective choice processes.
  • B. Public Choice Society
    The Public Choice Society is an academic organization devoted to the study of public choice theory, focusing on the application of economic and rational-choice analysis to political and collective decision-making.
  • C. Virginia Board of Education
    The Virginia Board of Education is the state-level governing body that sets educational policy and standards for public schools across the Commonwealth of Virginia.
  • D. Southern Virginia Higher Education Center
    Southern Virginia Higher Education Center is a regional educational institution in Halifax County, Virginia, that provides workforce training, higher education programs, and community development initiatives.
  • E. Mercatus Center
    The Mercatus Center is a libertarian-leaning research center at George Mason University known for promoting free-market economic policies and limited government regulation.
  • 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: Virginia school of public choice
Target entity description: The Virginia school of public choice is a branch of economic and political thought that applies economic reasoning to political decision-making, emphasizing how self-interest and institutional incentives shape public policy outcomes.
  • A. Center for Study of Public Choice chosen
    The Center for Study of Public Choice is a research institute devoted to applying economic analysis to political decision-making and collective choice processes.
  • B. Public Choice Society
    The Public Choice Society is an academic organization devoted to the study of public choice theory, focusing on the application of economic and rational-choice analysis to political and collective decision-making.
  • C. Virginia Board of Education
    The Virginia Board of Education is the state-level governing body that sets educational policy and standards for public schools across the Commonwealth of Virginia.
  • D. Southern Virginia Higher Education Center
    Southern Virginia Higher Education Center is a regional educational institution in Halifax County, Virginia, that provides workforce training, higher education programs, and community development initiatives.
  • E. Mercatus Center
    The Mercatus Center is a libertarian-leaning research center at George Mason University known for promoting free-market economic policies and limited government regulation.
  • F. None of above.

Provenance (2 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487fbc83481909a30fc7203b64099 completed April 19, 2026, 7:44 a.m.
Created at: April 10, 2026, 10:13 a.m.