Triple

T2230232
Position Surface form Disambiguated ID Type / Status
Subject Phillips curve framework E48746 entity
Predicate formalizedAs P8407 FINISHED
Object expectations-augmented Phillips curve by Milton Friedman E48746 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: expectations-augmented Phillips curve by Milton Friedman | Statement: [Phillips curve framework, formalizedAs, expectations-augmented Phillips curve by Milton Friedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: expectations-augmented Phillips curve by Milton Friedman
Context triple: [Phillips curve framework, formalizedAs, expectations-augmented Phillips curve by Milton Friedman]
  • A. Phillips curve framework chosen
    The Phillips curve framework is a macroeconomic concept that posits an inverse relationship between inflation and unemployment, shaping policymakers’ understanding of inflation dynamics and trade-offs in the postwar era.
  • B. the "Volcker shock" in U.S. monetary policy
    The "Volcker shock" in U.S. monetary policy refers to the dramatic interest rate hikes and tight monetary stance of the early 1980s aimed at breaking entrenched inflation, which triggered a deep recession but ultimately restored price stability and reshaped central banking practice.
  • C. Friedman
    Friedman is a common Ashkenazi Jewish surname borne by numerous notable individuals across fields such as economics, science, and the arts.
  • D. On the Theory of Economic Policy
    On the Theory of Economic Policy is a foundational work in economics by Jan Tinbergen that systematically analyzes how governments can design and coordinate economic policies using formal models and quantitative methods.
  • E. New Neoclassical Synthesis
    The New Neoclassical Synthesis is a macroeconomic framework that blends key elements of New Keynesian and New Classical theories, using microfounded models with rational expectations and nominal rigidities to analyze monetary and fiscal policy.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc069e0ac8190bcda8cba9f5c7a5d completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae656a1f788190a08c3283bfedb6f4 completed March 9, 2026, 6:15 a.m.
Created at: March 4, 2026, 7:47 p.m.