Triple

T18044089
Position Surface form Disambiguated ID Type / Status
Subject Kevin M. Murphy E431726 entity
Predicate affiliation P10 FINISHED
Object Becker Friedman Institute for Research in Economics — NE NERFINISHED

How this triple was built (2 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: Becker Friedman Institute for Research in Economics | Statement: [Kevin M. Murphy, affiliation, Becker Friedman Institute for Research in Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Becker Friedman Institute for Research in Economics
Context triple: [Kevin M. Murphy, affiliation, Becker Friedman Institute for Research in Economics]
  • A. Becker Friedman Institute for Research in Economics chosen
    The Becker Friedman Institute for Research in Economics is a University of Chicago research center that advances economic scholarship and policy analysis through data-driven, interdisciplinary work.
  • B. Cowles Foundation
    The Cowles Foundation is a research institute at Yale University renowned for advancing economic theory, econometrics, and mathematical economics.
  • C. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • D. John M. Olin School of Business
    John M. Olin School of Business was the former name of Washington University in St. Louis’s Olin Business School, a leading institution known for its programs in business and management education.
  • E. Department of Economics at Northwestern University
    The Department of Economics at Northwestern University is a leading academic center for economic research and education, renowned for its influential faculty, rigorous graduate and undergraduate programs, and significant contributions to modern economic theory and applied economics.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4bff13f488190993445769551c9c2 completed April 19, 2026, 11:43 a.m.
Created at: April 10, 2026, 10:25 a.m.