Triple
T1347888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Max Weber |
E28813
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object |
German historical school of economics
The German historical school of economics was a 19th- and early 20th-century intellectual movement that emphasized empirical, historical, and institutional analysis of economic phenomena rather than abstract universal laws.
|
E154331
|
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: German historical school of economics | Statement: [Max Weber, movement, German historical school of economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German historical school of economics Context triple: [Max Weber, movement, German historical school of economics]
-
A.
Austrian School of economics
The Austrian School of economics is a heterodox economic tradition that emphasizes methodological individualism, subjective value, and the importance of entrepreneurial discovery and market processes, strongly associated with thinkers like Ludwig von Mises and Friedrich Hayek.
-
B.
Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
-
C.
Rhenish capitalism
Rhenish capitalism is a coordinated market economy model, prominent in countries like Germany, that combines free-market principles with strong social welfare systems, worker participation, and regulatory frameworks to balance economic efficiency with social equity.
-
D.
Friedrich von Wieser
Friedrich von Wieser was an Austrian economist of the Austrian School known for his work on marginal utility, opportunity cost, and the theory of imputation.
-
E.
Carl Menger
Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
- 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: German historical school of economics Triple: [Max Weber, movement, German historical school of economics]
Generated description
The German historical school of economics was a 19th- and early 20th-century intellectual movement that emphasized empirical, historical, and institutional analysis of economic phenomena rather than abstract universal laws.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German historical school of economics Target entity description: The German historical school of economics was a 19th- and early 20th-century intellectual movement that emphasized empirical, historical, and institutional analysis of economic phenomena rather than abstract universal laws.
-
A.
Austrian School of economics
The Austrian School of economics is a heterodox economic tradition that emphasizes methodological individualism, subjective value, and the importance of entrepreneurial discovery and market processes, strongly associated with thinkers like Ludwig von Mises and Friedrich Hayek.
-
B.
Frankfurt School
The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
-
C.
Rhenish capitalism
Rhenish capitalism is a coordinated market economy model, prominent in countries like Germany, that combines free-market principles with strong social welfare systems, worker participation, and regulatory frameworks to balance economic efficiency with social equity.
-
D.
Friedrich von Wieser
Friedrich von Wieser was an Austrian economist of the Austrian School known for his work on marginal utility, opportunity cost, and the theory of imputation.
-
E.
Carl Menger
Carl Menger was an Austrian economist and founder of the Austrian School, best known for developing the theory of marginal utility and subjective value.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c2418e38819094683d6e1efc6e56 |
completed | March 1, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc639201c81908ed9c9ac37cd358f |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc71a3e808190aecbb57a64f39b6b |
completed | March 8, 2026, 12:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc88e4ec08190945b366524b83088 |
completed | March 8, 2026, 12:53 a.m. |
Created at: March 1, 2026, 7:56 p.m.