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.