Triple

T7675833
Position Surface form Disambiguated ID Type / Status
Subject The Shock Doctrine (documentary film) E173857 entity
Predicate mainSubject P3 FINISHED
Object Chicago School of Economics
The Chicago School of Economics is a highly influential academic movement centered at the University of Chicago, known for its strong advocacy of free-market policies, monetarism, and minimal government intervention in the economy.
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: [The Shock Doctrine (documentary film), mainSubject, Chicago School of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chicago School of Economics
Context triple: [The Shock Doctrine (documentary film), mainSubject, 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: [The Shock Doctrine (documentary film), mainSubject, Chicago School of Economics]
Generated description
The Chicago School of Economics is a highly influential academic movement centered at the University of Chicago, known for its strong advocacy of free-market policies, monetarism, and minimal government intervention in the economy.
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 academic movement centered at the University of Chicago, known for its strong advocacy of free-market policies, monetarism, and minimal government intervention in the economy.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701e333f08190a9ee87080c6d0118 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a23ba62881908fcdcf2ffcf6d41d completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a49262ec81908f3b45031994d128 completed March 29, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69c8a50df2a88190b5f7db0afea96fc3 completed March 29, 2026, 4:05 a.m.
Created at: March 27, 2026, 4:01 p.m.