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.