Triple

T21827937
Position Surface form Disambiguated ID Type / Status
Subject Yevgeni Preobrazhensky E538903 entity
Predicate notableWork P4 FINISHED
Object The New Economics
The New Economics is a seminal work by Soviet economist Yevgeni Preobrazhensky that outlines his theory of socialist industrialization and the transition from a peasant to a planned economy.
E1504205 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 New Economics | Statement: [Yevgeni Preobrazhensky, notableWork, The New Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The New Economics
Context triple: [Yevgeni Preobrazhensky, notableWork, The New Economics]
  • A. Lessons for the Young Economist
    Lessons for the Young Economist is an introductory economics book by Robert P. Murphy that explains core economic principles to beginners, especially younger readers, using clear language and everyday examples.
  • B. The Alphabet of Economic Science
    The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.
  • C. Die politische Ökonomie
    Die politische Ökonomie is the original German title of a section from Karl Marx’s seminal work "Das Kapital," in which he systematically analyzes the capitalist mode of production and its economic laws.
  • D. 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.
  • E. The Collected Works of F. A. Hayek
    The Collected Works of F. A. Hayek is a comprehensive multi-volume scholarly edition of the writings of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.
  • 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 New Economics
Triple: [Yevgeni Preobrazhensky, notableWork, The New Economics]
Generated description
The New Economics is a seminal work by Soviet economist Yevgeni Preobrazhensky that outlines his theory of socialist industrialization and the transition from a peasant to a planned economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The New Economics
Target entity description: The New Economics is a seminal work by Soviet economist Yevgeni Preobrazhensky that outlines his theory of socialist industrialization and the transition from a peasant to a planned economy.
  • A. Lessons for the Young Economist
    Lessons for the Young Economist is an introductory economics book by Robert P. Murphy that explains core economic principles to beginners, especially younger readers, using clear language and everyday examples.
  • B. The Alphabet of Economic Science
    The Alphabet of Economic Science is an introductory economic treatise by Philip Wicksteed that systematically explains fundamental economic concepts in clear, accessible terms.
  • C. Die politische Ökonomie
    Die politische Ökonomie is the original German title of a section from Karl Marx’s seminal work "Das Kapital," in which he systematically analyzes the capitalist mode of production and its economic laws.
  • D. 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.
  • E. The Collected Works of F. A. Hayek
    The Collected Works of F. A. Hayek is a comprehensive multi-volume scholarly edition of the writings of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.
  • 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_69e0c475038c8190abb9b1a20eb8ff50 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f09133718081909faa67c3721aed52 completed April 28, 2026, 10:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45e717e4819096ee1b2a1341a0d9 completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a46c771348190aa1fa8b3b8fcac3f completed May 17, 2026, 10:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0a47bf44c881908504b2537649adf6 completed May 17, 2026, 10:57 p.m.
Created at: April 16, 2026, 6:54 p.m.