Triple

T4165480
Position Surface form Disambiguated ID Type / Status
Subject Prices and Production E84434 entity
Predicate relatedWork P37 FINISHED
Object The Pure Theory of Capital
The Pure Theory of Capital is a major economic treatise by Friedrich A. Hayek that systematically analyzes the structure, role, and intertemporal coordination of capital in the production process.
E418204 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: The Pure Theory of Capital | Statement: [Prices and Production, relatedWork, The Pure Theory of Capital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Pure Theory of Capital
Context triple: [Prices and Production, relatedWork, The Pure Theory of Capital]
  • A. The Positive Theory of Capital
    The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
  • B. The Process of Circulation of Capital
    The Process of Circulation of Capital is the second volume of Karl Marx’s Das Kapital, analyzing how capital moves through the phases of production, circulation, and realization in a capitalist economy.
  • C. 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.
  • D. A Contribution to the Theory of the Trade Cycle
    A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
  • E. 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.
  • 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: The Pure Theory of Capital
Triple: [Prices and Production, relatedWork, The Pure Theory of Capital]
Generated description
The Pure Theory of Capital is a major economic treatise by Friedrich A. Hayek that systematically analyzes the structure, role, and intertemporal coordination of capital in the production process.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Pure Theory of Capital
Target entity description: The Pure Theory of Capital is a major economic treatise by Friedrich A. Hayek that systematically analyzes the structure, role, and intertemporal coordination of capital in the production process.
  • A. The Positive Theory of Capital
    The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
  • B. The Process of Circulation of Capital
    The Process of Circulation of Capital is the second volume of Karl Marx’s Das Kapital, analyzing how capital moves through the phases of production, circulation, and realization in a capitalist economy.
  • C. 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.
  • D. A Contribution to the Theory of the Trade Cycle
    A Contribution to the Theory of the Trade Cycle is an influential economic work by John R. Hicks that develops a formal model to explain the causes and dynamics of business cycles.
  • E. 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.
  • 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.