Triple

T6750621
Position Surface form Disambiguated ID Type / Status
Subject German historical school of economics E154331 entity
Predicate associatedWith P37 FINISHED
Object Wilhelm Roscher
Wilhelm Roscher was a 19th-century German economist and founding figure of the German historical school, known for emphasizing historical and empirical methods in economic analysis.
E618597 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: Wilhelm Roscher | Statement: [German historical school of economics, associatedWith, Wilhelm Roscher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wilhelm Roscher
Context triple: [German historical school of economics, associatedWith, Wilhelm Roscher]
  • A. Gustav von Schmoller
    Gustav von Schmoller was a leading 19th-century German economist and social reformer who became the foremost figure of the German historical school of economics.
  • B. Wilhelm Windelband
    Wilhelm Windelband was a German Neo-Kantian philosopher known for distinguishing between nomothetic and idiographic methods in the sciences and for his influential work in the philosophy of history and culture.
  • C. 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.
  • D. Heinrich Sahm
    Heinrich Sahm was a German lawyer and politician who served as a leading official in the Free City of Danzig and later as mayor of Berlin during the interwar period.
  • E. Friedrich List
    Friedrich List was a 19th-century German economist best known for his advocacy of national economic development and protectionist policies against free trade.
  • 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: Wilhelm Roscher
Triple: [German historical school of economics, associatedWith, Wilhelm Roscher]
Generated description
Wilhelm Roscher was a 19th-century German economist and founding figure of the German historical school, known for emphasizing historical and empirical methods in economic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wilhelm Roscher
Target entity description: Wilhelm Roscher was a 19th-century German economist and founding figure of the German historical school, known for emphasizing historical and empirical methods in economic analysis.
  • A. Gustav von Schmoller
    Gustav von Schmoller was a leading 19th-century German economist and social reformer who became the foremost figure of the German historical school of economics.
  • B. Wilhelm Windelband
    Wilhelm Windelband was a German Neo-Kantian philosopher known for distinguishing between nomothetic and idiographic methods in the sciences and for his influential work in the philosophy of history and culture.
  • C. 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.
  • D. Heinrich Sahm
    Heinrich Sahm was a German lawyer and politician who served as a leading official in the Free City of Danzig and later as mayor of Berlin during the interwar period.
  • E. Friedrich List
    Friedrich List was a 19th-century German economist best known for his advocacy of national economic development and protectionist policies against free trade.
  • 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_69c6880ef37881909268a5a7299b9293 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1da32108190882949aa329d2b60 completed March 27, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712a793cc8190b838806151851711 completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c7132017a881909a8f4a8d4635d53f completed March 27, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69c715cc0c9c8190aae641eaffa5bd7b completed March 27, 2026, 11:42 p.m.
Created at: March 27, 2026, 2:11 p.m.