Triple

T16445212
Position Surface form Disambiguated ID Type / Status
Subject University of Chicago Department of Economics E399406 entity
Predicate knownFor P22 FINISHED
Object Chicago School of Economics
The Chicago School of Economics is a highly influential school of economic thought emphasizing free markets, rational expectations, and limited government intervention, associated with economists such as Milton Friedman and George Stigler.
E399406 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: Chicago School of Economics | Statement: [University of Chicago Department of Economics, knownFor, Chicago School of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chicago School of Economics
Context triple: [University of Chicago Department of Economics, knownFor, Chicago School of Economics]
  • A. University of Chicago Graduate School of Business
    The University of Chicago Graduate School of Business, now known as the Booth School of Business, is a leading global business school renowned for its rigorous, economics-based approach to management education and research.
  • B. University of Chicago
    The University of Chicago is a private research university in Chicago renowned for its rigorous academics, influential scholarship across disciplines, and significant contributions to economics, law, and the social sciences.
  • C. Becker Friedman Institute for Research in Economics
    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.
  • D. University of Chicago Department of Economics
    The University of Chicago Department of Economics is a globally influential economics department renowned for its rigorous quantitative approach and for shaping modern economic thought through the “Chicago School” tradition.
  • E. University of Chicago Law School
    The University of Chicago Law School is a prestigious, research-intensive law school known for its rigorous intellectual environment and influential contributions to legal theory and law and economics.
  • 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: Chicago School of Economics
Triple: [University of Chicago Department of Economics, knownFor, Chicago School of Economics]
Generated description
The Chicago School of Economics is a highly influential school of economic thought emphasizing free markets, rational expectations, and limited government intervention, associated with economists such as Milton Friedman and George Stigler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chicago School of Economics
Target entity description: The Chicago School of Economics is a highly influential school of economic thought emphasizing free markets, rational expectations, and limited government intervention, associated with economists such as Milton Friedman and George Stigler.
  • A. University of Chicago Graduate School of Business
    The University of Chicago Graduate School of Business, now known as the Booth School of Business, is a leading global business school renowned for its rigorous, economics-based approach to management education and research.
  • B. University of Chicago
    The University of Chicago is a private research university in Chicago renowned for its rigorous academics, influential scholarship across disciplines, and significant contributions to economics, law, and the social sciences.
  • C. Becker Friedman Institute for Research in Economics
    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.
  • D. University of Chicago Department of Economics chosen
    The University of Chicago Department of Economics is a globally influential economics department renowned for its rigorous quantitative approach and for shaping modern economic thought through the “Chicago School” tradition.
  • E. University of Chicago Law School
    The University of Chicago Law School is a prestigious, research-intensive law school known for its rigorous intellectual environment and influential contributions to legal theory and law and economics.
  • F. None of above.

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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32cdb5d908190bb6c5cb3c794cf4b completed April 18, 2026, 7:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0045922d748190bb3200c96f244149 completed May 10, 2026, 8:45 a.m.
NEDg Description generation batch_6a00473d31308190ab836c09da2a82da completed May 10, 2026, 8:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0047b4b6688190afef52b39788ceae completed May 10, 2026, 8:54 a.m.
Created at: April 10, 2026, 5:10 a.m.