Triple

T693592
Position Surface form Disambiguated ID Type / Status
Subject Friedrich Hayek E13848 entity
Predicate notableWork P4 FINISHED
Object Law, Legislation and Liberty
Law, Legislation and Liberty is a three-volume work by economist and philosopher Friedrich Hayek that develops his theory of a liberal constitutional order grounded in the rule of law and spontaneous market processes.
E84433 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: Law, Legislation and Liberty | Statement: [Friedrich Hayek, notableWork, Law, Legislation and Liberty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Law, Legislation and Liberty
Context triple: [Friedrich Hayek, notableWork, Law, Legislation and Liberty]
  • A. Four Essays on Liberty
    Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
  • B. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • C. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • D. On Liberty
    On Liberty is a foundational 1859 philosophical essay by John Stuart Mill that defends individual freedom and limits on state and social authority.
  • E. Foundations of Natural Right
    Foundations of Natural Right is a seminal philosophical work by Johann Gottlieb Fichte that systematically develops a theory of law, rights, and the state grounded in his transcendental idealism.
  • 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: Law, Legislation and Liberty
Triple: [Friedrich Hayek, notableWork, Law, Legislation and Liberty]
Generated description
Law, Legislation and Liberty is a three-volume work by economist and philosopher Friedrich Hayek that develops his theory of a liberal constitutional order grounded in the rule of law and spontaneous market processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Law, Legislation and Liberty
Target entity description: Law, Legislation and Liberty is a three-volume work by economist and philosopher Friedrich Hayek that develops his theory of a liberal constitutional order grounded in the rule of law and spontaneous market processes.
  • A. Four Essays on Liberty
    Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
  • B. Two Concepts of Liberty
    Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
  • C. Capitalism and Freedom
    Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
  • D. On Liberty
    On Liberty is a foundational 1859 philosophical essay by John Stuart Mill that defends individual freedom and limits on state and social authority.
  • E. Foundations of Natural Right
    Foundations of Natural Right is a seminal philosophical work by Johann Gottlieb Fichte that systematically develops a theory of law, rights, and the state grounded in his transcendental idealism.
  • 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_69a493406c408190957eeec9048a8fb6 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a0b1e1d08190bdd42f57be5c2a6b completed March 1, 2026, 8:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dca7871c81909ea5a4ccb5dcd47d completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5e3cbf4208190a541f64e44ea5317 completed March 2, 2026, 7:23 p.m.
NED2 Entity disambiguation (via description) batch_69a6093e95a88190bfba326310e8006f completed March 2, 2026, 10:03 p.m.
Created at: March 1, 2026, 7:36 p.m.