Triple

T2582293
Position Surface form Disambiguated ID Type / Status
Subject John B. Taylor E57119 entity
Predicate hasWrittenWork P4 FINISHED
Object “Macroeconomic Policy in a World Economy”
“Macroeconomic Policy in a World Economy” is an influential economics book that analyzes how monetary and fiscal policies operate and interact in an open, globally integrated economy.
E280232 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: “Macroeconomic Policy in a World Economy” | Statement: [John B. Taylor, hasWrittenWork, “Macroeconomic Policy in a World Economy”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Macroeconomic Policy in a World Economy”
Context triple: [John B. Taylor, hasWrittenWork, “Macroeconomic Policy in a World Economy”]
  • A. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • B. 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.
  • C. Macroeconomics (with Rudiger Dornbusch and Richard Startz)
    "Macroeconomics (with Rudiger Dornbusch and Richard Startz)" is a widely used intermediate-level macroeconomics textbook that presents modern macroeconomic theory and policy analysis in a clear, rigorous, and empirically grounded way.
  • D. Monetary Policy, Inflation, and the Business Cycle
    "Monetary Policy, Inflation, and the Business Cycle" is a widely cited macroeconomics book that develops and applies New Keynesian models to analyze how monetary policy affects inflation dynamics and economic fluctuations.
  • E. American Economic Journal: Macroeconomics
    American Economic Journal: Macroeconomics is a peer-reviewed academic journal focusing on research in macroeconomics, including topics such as economic growth, business cycles, monetary and fiscal policy, and international macroeconomics.
  • 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: “Macroeconomic Policy in a World Economy”
Triple: [John B. Taylor, hasWrittenWork, “Macroeconomic Policy in a World Economy”]
Generated description
“Macroeconomic Policy in a World Economy” is an influential economics book that analyzes how monetary and fiscal policies operate and interact in an open, globally integrated economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Macroeconomic Policy in a World Economy”
Target entity description: “Macroeconomic Policy in a World Economy” is an influential economics book that analyzes how monetary and fiscal policies operate and interact in an open, globally integrated economy.
  • A. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • B. 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.
  • C. Macroeconomics (with Rudiger Dornbusch and Richard Startz)
    "Macroeconomics (with Rudiger Dornbusch and Richard Startz)" is a widely used intermediate-level macroeconomics textbook that presents modern macroeconomic theory and policy analysis in a clear, rigorous, and empirically grounded way.
  • D. Monetary Policy, Inflation, and the Business Cycle
    "Monetary Policy, Inflation, and the Business Cycle" is a widely cited macroeconomics book that develops and applies New Keynesian models to analyze how monetary policy affects inflation dynamics and economic fluctuations.
  • E. American Economic Journal: Macroeconomics
    American Economic Journal: Macroeconomics is a peer-reviewed academic journal focusing on research in macroeconomics, including topics such as economic growth, business cycles, monetary and fiscal policy, and international macroeconomics.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3c843bc8190837cea3441bf3ca1 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af657cc2b08190a9055d6da7744851 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af69a66078819084f341b052860751 completed March 10, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69af6a071f1c8190b2a707a0c98ddc94 completed March 10, 2026, 12:47 a.m.
Created at: March 6, 2026, 9:49 p.m.