Triple

T827196
Position Surface form Disambiguated ID Type / Status
Subject Chicago School economics E17879 entity
Predicate influenced P9 FINISHED
Object law and economics movement
The law and economics movement is an intellectual approach to legal theory that applies economic principles and methods—especially those associated with the Chicago School—to analyze and shape laws, legal institutions, and judicial decisions.
E96710 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: law and economics movement | Statement: [Chicago School economics, influenced, law and economics movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: law and economics movement
Context triple: [Chicago School economics, influenced, law and economics movement]
  • A. Columbia Business Law Review
    Columbia Business Law Review is a leading student-edited journal focusing on corporate and business law, published by Columbia Law School.
  • B. Law, Legislation and Liberty
    Law, Legislation and Liberty is a three-volume work by economist and philosopher Friedrich Hayek that develops his theory of a liberal constitutional order grounded in the rule of law and spontaneous market processes.
  • C. Harvard Negotiation Law Review
    Harvard Negotiation Law Review is a student-edited legal journal at Harvard Law School focusing on scholarship in negotiation, mediation, and alternative dispute resolution.
  • D. Rutgers Business Law Review
    Rutgers Business Law Review is a scholarly journal focused on business and corporate law, published by Rutgers Law School.
  • E. Government and Binding Theory
    Government and Binding Theory is a highly influential generative grammar framework developed by Noam Chomsky in the 1980s that analyzes sentence structure through interacting modules such as government, binding, and case theory.
  • 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: law and economics movement
Triple: [Chicago School economics, influenced, law and economics movement]
Generated description
The law and economics movement is an intellectual approach to legal theory that applies economic principles and methods—especially those associated with the Chicago School—to analyze and shape laws, legal institutions, and judicial decisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: law and economics movement
Target entity description: The law and economics movement is an intellectual approach to legal theory that applies economic principles and methods—especially those associated with the Chicago School—to analyze and shape laws, legal institutions, and judicial decisions.
  • A. Columbia Business Law Review
    Columbia Business Law Review is a leading student-edited journal focusing on corporate and business law, published by Columbia Law School.
  • B. Law, Legislation and Liberty
    Law, Legislation and Liberty is a three-volume work by economist and philosopher Friedrich Hayek that develops his theory of a liberal constitutional order grounded in the rule of law and spontaneous market processes.
  • C. Harvard Negotiation Law Review
    Harvard Negotiation Law Review is a student-edited legal journal at Harvard Law School focusing on scholarship in negotiation, mediation, and alternative dispute resolution.
  • D. Rutgers Business Law Review
    Rutgers Business Law Review is a scholarly journal focused on business and corporate law, published by Rutgers Law School.
  • E. Government and Binding Theory
    Government and Binding Theory is a highly influential generative grammar framework developed by Noam Chomsky in the 1980s that analyzes sentence structure through interacting modules such as government, binding, and case theory.
  • 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ab989748819091a3809a747a1c5b completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d9577f081908aa31b1926e04bb8 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a78204c1208190b2d2d19cdea93b57 completed March 4, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69a78648601881908bfcb9390ac4d6d2 completed March 4, 2026, 1:09 a.m.
Created at: March 1, 2026, 7:38 p.m.