Triple

T17229622
Position Surface form Disambiguated ID Type / Status
Subject socialist calculation debate E418206 entity
Predicate hasImportantWork P67599 FINISHED
Object The Economics of Control
The Economics of Control is a seminal 1945 work by Abba P. Lerner that develops the theory of market socialism and optimal economic planning, playing a central role in the socialist calculation debate.
E1257412 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 Economics of Control | Statement: [socialist calculation debate, hasImportantWork, The Economics of Control]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Economics of Control
Context triple: [socialist calculation debate, hasImportantWork, The Economics of Control]
  • A. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • B. Beyond the Invisible Hand
    Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
  • C. On Incentives and Control in Organizations
    "On Incentives and Control in Organizations" is an influential doctoral thesis in economics that develops foundational theories on how incentive structures and control mechanisms shape behavior and performance within firms.
  • D. The Economics of Regulation
    The Economics of Regulation is a seminal two-volume work by economist Alfred E. Kahn that systematically analyzes the theory and practice of government regulation of industries, especially public utilities.
  • E. The Mechanisms of Governance
    The Mechanisms of Governance is a seminal book by economist Oliver E. Williamson that develops and applies transaction cost economics to explain how different organizational and contractual arrangements structure economic activity.
  • 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 Economics of Control
Triple: [socialist calculation debate, hasImportantWork, The Economics of Control]
Generated description
The Economics of Control is a seminal 1945 work by Abba P. Lerner that develops the theory of market socialism and optimal economic planning, playing a central role in the socialist calculation debate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Economics of Control
Target entity description: The Economics of Control is a seminal 1945 work by Abba P. Lerner that develops the theory of market socialism and optimal economic planning, playing a central role in the socialist calculation debate.
  • A. The Tyranny of Controls
    "The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
  • B. Beyond the Invisible Hand
    Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
  • C. On Incentives and Control in Organizations
    "On Incentives and Control in Organizations" is an influential doctoral thesis in economics that develops foundational theories on how incentive structures and control mechanisms shape behavior and performance within firms.
  • D. The Economics of Regulation
    The Economics of Regulation is a seminal two-volume work by economist Alfred E. Kahn that systematically analyzes the theory and practice of government regulation of industries, especially public utilities.
  • E. The Mechanisms of Governance
    The Mechanisms of Governance is a seminal book by economist Oliver E. Williamson that develops and applies transaction cost economics to explain how different organizational and contractual arrangements structure economic activity.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42df62ec48190b2ed633a5bcc0255 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a1f6eac8190951ae30f37144d2a completed May 11, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a016a92af248190aaed36040486bf40 completed May 11, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:39 a.m.