Triple

T4165481
Position Surface form Disambiguated ID Type / Status
Subject Prices and Production E84434 entity
Predicate relatedWork P37 FINISHED
Object Profits, Interest and Investment
Profits, Interest and Investment is a 1939 economic treatise by Friedrich A. Hayek that develops his business cycle and capital theory by analyzing the roles of profits, interest rates, and investment in market economies.
 E418205 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: Profits, Interest and Investment | Statement: [Prices and Production, relatedWork, Profits, Interest and Investment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Profits, Interest and Investment
Context triple: [Prices and Production, relatedWork, Profits, Interest and Investment]
  • A. Capital and Interest
    Capital and Interest is a foundational work in Austrian economics in which Eugen von Böhm-Bawerk develops a comprehensive theory of capital, interest, and the structure of production.
  • B. Value and Capital
    Value and Capital is a foundational economics book by John R. Hicks that rigorously develops general equilibrium and welfare theory, profoundly influencing modern microeconomic analysis.
  • C. Interest and Prices
    "Interest and Prices" is a highly influential macroeconomics book by Michael Woodford that develops a modern New Keynesian framework for monetary policy analysis.
  • D. Capital and Growth
    Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
  • E. The Nature of Capital and Income
    The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
  • 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: Profits, Interest and Investment
Triple: [Prices and Production, relatedWork, Profits, Interest and Investment]
Generated description
Profits, Interest and Investment is a 1939 economic treatise by Friedrich A. Hayek that develops his business cycle and capital theory by analyzing the roles of profits, interest rates, and investment in market economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Profits, Interest and Investment
Target entity description: Profits, Interest and Investment is a 1939 economic treatise by Friedrich A. Hayek that develops his business cycle and capital theory by analyzing the roles of profits, interest rates, and investment in market economies.
  • A. Capital and Interest
    Capital and Interest is a foundational work in Austrian economics in which Eugen von Böhm-Bawerk develops a comprehensive theory of capital, interest, and the structure of production.
  • B. Value and Capital
    Value and Capital is a foundational economics book by John R. Hicks that rigorously develops general equilibrium and welfare theory, profoundly influencing modern microeconomic analysis.
  • C. Interest and Prices
    "Interest and Prices" is a highly influential macroeconomics book by Michael Woodford that develops a modern New Keynesian framework for monetary policy analysis.
  • D. Capital and Growth
    Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
  • E. The Nature of Capital and Income
    The Nature of Capital and Income is a foundational economic treatise by Irving Fisher that rigorously analyzes the concepts of capital, income, and their interrelationship in value theory and interest.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02ac8e788190a8f3563a2903bbad completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f478c948190a997e006015e588d completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b57fcd3d60819086ab5ad7b69242a2 completed March 14, 2026, 3:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5803ec2088190ac9d4b3d34278e17 completed March 14, 2026, 3:35 p.m.
Created at: March 9, 2026, 3:44 p.m.