Triple

T4329384
Position Surface form Disambiguated ID Type / Status
Subject law and economics movement E96710 entity
Predicate hasSubfield P5461 FINISHED
Object behavioral law and economics E267835 NE FINISHED

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: behavioral law and economics | Statement: [law and economics movement, hasSubfield, behavioral law and economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: behavioral law and economics
Context triple: [law and economics movement, hasSubfield, behavioral law and economics]
  • A. behavioral economics chosen
    Behavioral economics is a field that integrates insights from psychology into economic theory to explain how real people make decisions that systematically deviate from the predictions of traditional rational-choice models.
  • B. 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.
  • C. Economic Analysis of Law
    Economic Analysis of Law is a foundational legal theory book by Richard Posner that applies microeconomic principles to understand and evaluate legal rules and institutions.
  • D. prospect theory
    Prospect theory is a behavioral economic framework that explains how people actually make decisions under risk and uncertainty, highlighting systematic deviations from the predictions of classical expected utility theory.
  • E. Social Control Through Law
    Social Control Through Law is a seminal legal theory book by Roscoe Pound that explores how law functions as a tool for regulating behavior and maintaining social order.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3513545fc81909e29de7eae1829f7 completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09bf304819084fc1b9162c8b48a completed March 14, 2026, 9:18 p.m.
Created at: March 12, 2026, 11:13 p.m.