Triple

T8946126
Position Surface form Disambiguated ID Type / Status
Subject Michał Kalecki E213224 entity
Predicate notableWork P4 FINISHED
Object Selected Essays on the Dynamics of the Capitalist Economy
Selected Essays on the Dynamics of the Capitalist Economy is a collection of influential papers by economist Michał Kalecki that develop his theories on business cycles, effective demand, and the functioning of capitalist economies.
E768031 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: Selected Essays on the Dynamics of the Capitalist Economy | Statement: [Michał Kalecki, notableWork, Selected Essays on the Dynamics of the Capitalist Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Selected Essays on the Dynamics of the Capitalist Economy
Context triple: [Michał Kalecki, notableWork, Selected Essays on the Dynamics of the Capitalist Economy]
  • A. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • B. A Theoretical, Historical and Statistical Analysis of the Capitalist Process
    A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
  • C. 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.
  • D. 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.
  • 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: Selected Essays on the Dynamics of the Capitalist Economy
Triple: [Michał Kalecki, notableWork, Selected Essays on the Dynamics of the Capitalist Economy]
Generated description
Selected Essays on the Dynamics of the Capitalist Economy is a collection of influential papers by economist Michał Kalecki that develop his theories on business cycles, effective demand, and the functioning of capitalist economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Selected Essays on the Dynamics of the Capitalist Economy
Target entity description: Selected Essays on the Dynamics of the Capitalist Economy is a collection of influential papers by economist Michał Kalecki that develop his theories on business cycles, effective demand, and the functioning of capitalist economies.
  • A. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • B. A Theoretical, Historical and Statistical Analysis of the Capitalist Process
    A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
  • C. 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.
  • D. 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.
  • 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_69ca839843408190a39069a029a89f15 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66dd00c481908ff20fd66c1954cc completed April 1, 2026, 12:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1fcb44481908324220aeba1f4e2 completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc31798ec81908c200dd17be5e785 completed April 3, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69cfc44441208190a6b588c0609511fb completed April 3, 2026, 1:44 p.m.
Created at: March 30, 2026, 6:59 p.m.