Triple
T6750620
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German historical school of economics |
E154331
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
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.
|
E616136
|
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: Gustav von Schmoller | Statement: [German historical school of economics, associatedWith, Gustav von Schmoller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gustav von Schmoller Context triple: [German historical school of economics, associatedWith, Gustav von Schmoller]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Hans Mommsen
Hans Mommsen was a prominent German historian best known for his influential work on the political and social history of Nazi Germany and the Holocaust.
- 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: Gustav von Schmoller Triple: [German historical school of economics, associatedWith, Gustav von Schmoller]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gustav von Schmoller Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Hans Mommsen
Hans Mommsen was a prominent German historian best known for his influential work on the political and social history of Nazi Germany and the Holocaust.
- 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_69c70b1a0d7481908a813fa5c2e1ba6e |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70c82a2008190b0f5f859687a7de5 |
completed | March 27, 2026, 11:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70d7e3d748190ace98ad9cb9c425b |
completed | March 27, 2026, 11:06 p.m. |
Created at: March 27, 2026, 2:11 p.m.