Triple

T16445459
Position Surface form Disambiguated ID Type / Status
Subject Der natürliche Wert E399411 entity
Predicate followedBy P78 FINISHED
Object Sozialökonomik (by Friedrich von Wieser)
Sozialökonomik is a major work of Austrian economist Friedrich von Wieser that systematically develops his theories of social economics, value, and the organization of economic life within society.
E399412 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: Sozialökonomik (by Friedrich von Wieser) | Statement: [Der natürliche Wert, followedBy, Sozialökonomik (by Friedrich von Wieser)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sozialökonomik (by Friedrich von Wieser)
Context triple: [Der natürliche Wert, followedBy, Sozialökonomik (by Friedrich von Wieser)]
  • A. Theorie der gesellschaftlichen Wirtschaft
    "Theorie der gesellschaftlichen Wirtschaft" is a foundational work in Austrian economics by Friedrich von Wieser that develops a systematic theory of social economics, including value, cost, and the organization of economic activity in society.
  • B. The Economic Point of View
    The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
  • C. Nationalökonomie: Theorie des Handelns und Wirtschaftens
    Nationalökonomie: Theorie des Handelns und Wirtschaftens is the original 1940 German-language treatise by economist Ludwig von Mises that laid the groundwork for his later, expanded work Human Action.
  • D. The Economics of Welfare
    The Economics of Welfare is a foundational 1920 economics treatise by Arthur Cecil Pigou that systematically develops welfare economics and the concept of externalities to analyze the role of government in correcting market failures.
  • E. Grundsätze der Volkswirtschaftslehre
    Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
  • 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: Sozialökonomik (by Friedrich von Wieser)
Triple: [Der natürliche Wert, followedBy, Sozialökonomik (by Friedrich von Wieser)]
Generated description
Sozialökonomik is a major work of Austrian economist Friedrich von Wieser that systematically develops his theories of social economics, value, and the organization of economic life within society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sozialökonomik (by Friedrich von Wieser)
Target entity description: Sozialökonomik is a major work of Austrian economist Friedrich von Wieser that systematically develops his theories of social economics, value, and the organization of economic life within society.
  • A. Theorie der gesellschaftlichen Wirtschaft chosen
    "Theorie der gesellschaftlichen Wirtschaft" is a foundational work in Austrian economics by Friedrich von Wieser that develops a systematic theory of social economics, including value, cost, and the organization of economic activity in society.
  • B. The Economic Point of View
    The Economic Point of View is a foundational work in Austrian economics by Israel Kirzner that clarifies and defends the distinct methodological perspective of economic science.
  • C. Nationalökonomie: Theorie des Handelns und Wirtschaftens
    Nationalökonomie: Theorie des Handelns und Wirtschaftens is the original 1940 German-language treatise by economist Ludwig von Mises that laid the groundwork for his later, expanded work Human Action.
  • D. The Economics of Welfare
    The Economics of Welfare is a foundational 1920 economics treatise by Arthur Cecil Pigou that systematically develops welfare economics and the concept of externalities to analyze the role of government in correcting market failures.
  • E. Grundsätze der Volkswirtschaftslehre
    Grundsätze der Volkswirtschaftslehre is Carl Menger’s foundational 1871 treatise that launched the Austrian School of economics and introduced the theory of marginal utility.
  • F. None of above.

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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32cdb5d908190bb6c5cb3c794cf4b completed April 18, 2026, 7:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0045922d748190bb3200c96f244149 completed May 10, 2026, 8:45 a.m.
NEDg Description generation batch_6a00473d31308190ab836c09da2a82da completed May 10, 2026, 8:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0047b4b6688190afef52b39788ceae completed May 10, 2026, 8:54 a.m.
Created at: April 10, 2026, 5:10 a.m.