Triple

T2847727
Position Surface form Disambiguated ID Type / Status
Subject Human Action E63020 entity
Predicate hasEdition P35 FINISHED
Object Human Action: A Treatise on Economics
"Human Action: A Treatise on Economics" is Ludwig von Mises’s seminal work of Austrian School economics, presenting a comprehensive, praxeological analysis of human behavior and market processes.
E303273 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: Human Action: A Treatise on Economics | Statement: [Human Action, hasEdition, Human Action: A Treatise on Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Action: A Treatise on Economics
Context triple: [Human Action, hasEdition, Human Action: A Treatise on Economics]
  • A. 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.
  • B. The Literature of Political Economy
    The Literature of Political Economy is a 19th-century bibliographical and critical survey of economic writings compiled by Scottish economist John Ramsay McCulloch.
  • C. A Theory of Economic History
    A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
  • D. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • E. An Outline of the Science of Political Economy
    An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
  • 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: Human Action: A Treatise on Economics
Triple: [Human Action, hasEdition, Human Action: A Treatise on Economics]
Generated description
"Human Action: A Treatise on Economics" is Ludwig von Mises’s seminal work of Austrian School economics, presenting a comprehensive, praxeological analysis of human behavior and market processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Action: A Treatise on Economics
Target entity description: "Human Action: A Treatise on Economics" is Ludwig von Mises’s seminal work of Austrian School economics, presenting a comprehensive, praxeological analysis of human behavior and market processes.
  • A. 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.
  • B. The Literature of Political Economy
    The Literature of Political Economy is a 19th-century bibliographical and critical survey of economic writings compiled by Scottish economist John Ramsay McCulloch.
  • C. A Theory of Economic History
    A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
  • D. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • E. An Outline of the Science of Political Economy
    An Outline of the Science of Political Economy is a foundational 19th-century treatise that helped formalize classical economic theory and methodology.
  • 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_69ab4c407c408190857d25e027155ce9 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf403698819084fb4ace5839aa05 completed March 7, 2026, 8:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8dbdff88190b6c46cfd6ef54bb8 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe9ac2e94819095513eab63b60dc4 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b002c3187481909c0e352d5902a468 completed March 10, 2026, 11:38 a.m.
Created at: March 6, 2026, 10:02 p.m.