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.