Triple

T17037254
Position Surface form Disambiguated ID Type / Status
Subject The Collected Works of F. A. Hayek E413352 entity
Predicate hasPart P35 FINISHED
Object The Trend of Economic Thinking
The Trend of Economic Thinking is a collection of essays by economist F. A. Hayek that traces the historical development of economic ideas and their influence on modern economic theory.
 E1245992 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Trend of Economic Thinking | Statement: [The Collected Works of F. A. Hayek, hasPart, The Trend of Economic Thinking]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Trend of Economic Thinking
Context triple: [The Collected Works of F. A. Hayek, hasPart, The Trend of Economic Thinking]
  • A. Essays in the History of Economics
    Essays in the History of Economics is a collection of scholarly essays by economist George Stigler that examines the development of economic thought and key figures in the discipline’s history.
  • B. History of Economic Analysis
    History of Economic Analysis is a comprehensive, posthumously published survey of the development of economic thought, written by economist Joseph Schumpeter.
  • C. The Trend of Economics
    "The Trend of Economics" is a work by American economist and New Deal policy architect Rexford G. Tugwell that examines the evolution and direction of economic thought and policy in the early 20th century.
  • D. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • E. The Process of Economic Evolution
    The Process of Economic Evolution is an essay by José Carlos Mariátegui that analyzes Peru’s historical and social development through a Marxist lens, focusing on how economic structures and class relations have shaped the country’s reality.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Trend of Economic Thinking
Target entity description: The Trend of Economic Thinking is a collection of essays by economist F. A. Hayek that traces the historical development of economic ideas and their influence on modern economic theory.
  • A. Essays in the History of Economics
    Essays in the History of Economics is a collection of scholarly essays by economist George Stigler that examines the development of economic thought and key figures in the discipline’s history.
  • B. History of Economic Analysis
    History of Economic Analysis is a comprehensive, posthumously published survey of the development of economic thought, written by economist Joseph Schumpeter.
  • C. The Trend of Economics
    "The Trend of Economics" is a work by American economist and New Deal policy architect Rexford G. Tugwell that examines the evolution and direction of economic thought and policy in the early 20th century.
  • D. The Political Element in the Development of Economic Theory
    The Political Element in the Development of Economic Theory is a seminal work by economist Gunnar Myrdal that critically examines how political values and ideological biases shape the formulation and evolution of economic theories.
  • E. The Process of Economic Evolution
    The Process of Economic Evolution is an essay by José Carlos Mariátegui that analyzes Peru’s historical and social development through a Marxist lens, focusing on how economic structures and class relations have shaped the country’s reality.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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 Trend of Economic Thinking
Triple: [The Collected Works of F. A. Hayek, hasPart, The Trend of Economic Thinking]
Generated description
The Trend of Economic Thinking is a collection of essays by economist F. A. Hayek that traces the historical development of economic ideas and their influence on modern economic theory.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d886cd18288190b006abab23f811b7 elicitation completed
NER batch_69e3d8f38b58819093af4054c3459726 ner completed
NED1 batch_6a011b5b71f48190b6c865d57668b5d1 ned_source_triple completed
NED2 batch_6a011cc70cb08190b53b6a7402139f93 ned_description completed
NEDg batch_6a011c2203f0819091a5b4aa7c339585 nedg completed
Created at: April 10, 2026, 5:33 a.m.