Triple
T6750628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German historical school of economics |
E154331
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Karl Bücher
Karl Bücher was a German economist and statistician known as a leading figure of the German historical school and a pioneer in the study of economic history and the economics of the press.
|
E616139
|
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: Karl Bücher | Statement: [German historical school of economics, associatedWith, Karl Bücher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Bücher Context triple: [German historical school of economics, associatedWith, Karl Bücher]
-
A.
Karl Böttcher
Karl Böttcher was a German Wehrmacht officer and general who served as a notable commander of the 21st Panzer Division during World War II.
-
B.
Johann Hünnemann
Johann Hünnemann was a person honored in botanical nomenclature as the namesake of the plant genus Hunnemannia.
-
C.
Karl Genzken
Karl Genzken was a high-ranking Nazi SS medical officer who was prosecuted for war crimes and crimes against humanity for his role in inhumane medical experiments during the Doctors' Trial after World War II.
-
D.
Karl Grobben
Karl Grobben was an Austrian zoologist known for his influential work in animal classification, including helping to establish major groups such as the Deuterostomia.
-
E.
Klaus Hamm-Brücher
Klaus Hamm-Brücher was a German academic and public figure best known as the husband and close political companion of liberal politician Hildegard Hamm-Brücher.
- 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: Karl Bücher Triple: [German historical school of economics, associatedWith, Karl Bücher]
Generated description
Karl Bücher was a German economist and statistician known as a leading figure of the German historical school and a pioneer in the study of economic history and the economics of the press.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl Bücher Target entity description: Karl Bücher was a German economist and statistician known as a leading figure of the German historical school and a pioneer in the study of economic history and the economics of the press.
-
A.
Karl Böttcher
Karl Böttcher was a German Wehrmacht officer and general who served as a notable commander of the 21st Panzer Division during World War II.
-
B.
Johann Hünnemann
Johann Hünnemann was a person honored in botanical nomenclature as the namesake of the plant genus Hunnemannia.
-
C.
Karl Genzken
Karl Genzken was a high-ranking Nazi SS medical officer who was prosecuted for war crimes and crimes against humanity for his role in inhumane medical experiments during the Doctors' Trial after World War II.
-
D.
Karl Grobben
Karl Grobben was an Austrian zoologist known for his influential work in animal classification, including helping to establish major groups such as the Deuterostomia.
-
E.
Klaus Hamm-Brücher
Klaus Hamm-Brücher was a German academic and public figure best known as the husband and close political companion of liberal politician Hildegard Hamm-Brücher.
- 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.