Triple

T6618010
Position Surface form Disambiguated ID Type / Status
Subject Alfred Müller-Armack E149601 entity
Predicate notableWork P4 FINISHED
Object Wirtschaftslenkung und Marktwirtschaft
"Wirtschaftslenkung und Marktwirtschaft" is a seminal work by economist Alfred Müller-Armack that laid key theoretical foundations for the concept of the social market economy in postwar Germany.
E601085 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: Wirtschaftslenkung und Marktwirtschaft | Statement: [Alfred Müller-Armack, notableWork, Wirtschaftslenkung und Marktwirtschaft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wirtschaftslenkung und Marktwirtschaft
Context triple: [Alfred Müller-Armack, notableWork, Wirtschaftslenkung und Marktwirtschaft]
  • A. Austrian market process approach
    The Austrian market process approach is an economic framework emphasizing entrepreneurial discovery, dynamic competition, and the role of dispersed knowledge in driving market coordination and change.
  • B. Grundsätze der Wirtschaftspolitik
    Grundsätze der Wirtschaftspolitik is a foundational work of ordoliberal economic theory in which Walter Eucken outlines the principles for a competitive, rules-based economic order.
  • C. Market Theory and the Price System
    "Market Theory and the Price System" is an economics book by Israel Kirzner that presents a clear, Austrian-school analysis of how market prices coordinate decentralized decision-making in a competitive economy.
  • D. 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.
  • E. 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.
  • 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: Wirtschaftslenkung und Marktwirtschaft
Triple: [Alfred Müller-Armack, notableWork, Wirtschaftslenkung und Marktwirtschaft]
Generated description
"Wirtschaftslenkung und Marktwirtschaft" is a seminal work by economist Alfred Müller-Armack that laid key theoretical foundations for the concept of the social market economy in postwar Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wirtschaftslenkung und Marktwirtschaft
Target entity description: "Wirtschaftslenkung und Marktwirtschaft" is a seminal work by economist Alfred Müller-Armack that laid key theoretical foundations for the concept of the social market economy in postwar Germany.
  • A. Austrian market process approach
    The Austrian market process approach is an economic framework emphasizing entrepreneurial discovery, dynamic competition, and the role of dispersed knowledge in driving market coordination and change.
  • B. Grundsätze der Wirtschaftspolitik
    Grundsätze der Wirtschaftspolitik is a foundational work of ordoliberal economic theory in which Walter Eucken outlines the principles for a competitive, rules-based economic order.
  • C. Market Theory and the Price System
    "Market Theory and the Price System" is an economics book by Israel Kirzner that presents a clear, Austrian-school analysis of how market prices coordinate decentralized decision-making in a competitive economy.
  • D. 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.
  • E. 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.
  • 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_69c687ed8a9c81908bb671717cb192ef completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6af5b21348190b7f09045e9ec7d63 completed March 27, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbde37288190b1e65589aa09b676 completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd89b51c81909ea17d391732630e completed March 27, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce70442c8190a12a6c6eb76c5269 completed March 27, 2026, 6:37 p.m.
Created at: March 27, 2026, 1:58 p.m.