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.