Triple
T6750623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | German historical school of economics |
E154331
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Karl Knies
Karl Knies was a 19th-century German economist and key figure of the German historical school, known for emphasizing the historical and empirical study of economic phenomena over abstract theory.
|
E616137
|
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 Knies | Statement: [German historical school of economics, associatedWith, Karl Knies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Knies Context triple: [German historical school of economics, associatedWith, Karl Knies]
-
A.
August Bebel
August Bebel was a prominent 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and an influential advocate for workers' rights and social reform.
-
B.
Hermann Marx
Hermann Marx was a member of the Marx family of Trier, known primarily as a son of the lawyer Heinrich Marx and thus part of the extended family circle of Karl Marx.
-
C.
Adolf Bernhard Marx
Adolf Bernhard Marx was a 19th-century German music theorist, critic, and educator known for his influential writings on musical form and his role in shaping Romantic-era music aesthetics.
-
D.
Ludwig Lange
Ludwig Lange was a 19th-century German architect known for his neoclassical designs and influential work on major public buildings in Europe.
-
E.
Franz Mehring
Franz Mehring was a German Marxist historian, journalist, and politician, known as a prominent theoretician of the socialist movement and a co-founder of the Communist Party of Germany.
- 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 Knies Triple: [German historical school of economics, associatedWith, Karl Knies]
Generated description
Karl Knies was a 19th-century German economist and key figure of the German historical school, known for emphasizing the historical and empirical study of economic phenomena over abstract theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karl Knies Target entity description: Karl Knies was a 19th-century German economist and key figure of the German historical school, known for emphasizing the historical and empirical study of economic phenomena over abstract theory.
-
A.
August Bebel
August Bebel was a prominent 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and an influential advocate for workers' rights and social reform.
-
B.
Hermann Marx
Hermann Marx was a member of the Marx family of Trier, known primarily as a son of the lawyer Heinrich Marx and thus part of the extended family circle of Karl Marx.
-
C.
Adolf Bernhard Marx
Adolf Bernhard Marx was a 19th-century German music theorist, critic, and educator known for his influential writings on musical form and his role in shaping Romantic-era music aesthetics.
-
D.
Ludwig Lange
Ludwig Lange was a 19th-century German architect known for his neoclassical designs and influential work on major public buildings in Europe.
-
E.
Franz Mehring
Franz Mehring was a German Marxist historian, journalist, and politician, known as a prominent theoretician of the socialist movement and a co-founder of the Communist Party of Germany.
- 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.