Triple

T9622612
Position Surface form Disambiguated ID Type / Status
Subject Karl Helfferich E232379 entity
Predicate notableWork P4 FINISHED
Object Die Reform des deutschen Geldwesens
"Die Reform des deutschen Geldwesens" is an influential economic treatise by Karl Helfferich analyzing and proposing changes to the structure and stability of the German monetary system.
E809813 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: Die Reform des deutschen Geldwesens | Statement: [Karl Helfferich, notableWork, Die Reform des deutschen Geldwesens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Die Reform des deutschen Geldwesens
Context triple: [Karl Helfferich, notableWork, Die Reform des deutschen Geldwesens]
  • A. Reichsbank Act of 1875
    The Reichsbank Act of 1875 was the German imperial law that created and defined the powers, structure, and operations of the Reichsbank as the central bank of the newly unified German Empire.
  • B. Reichsreform
    Reichsreform was a series of late 15th- and early 16th-century reform efforts in the Holy Roman Empire aimed at restructuring imperial governance, justice, and administration.
  • C. Rentenmark reform of 1923
    The Rentenmark reform of 1923 was a German monetary stabilization measure that introduced the Rentenmark to halt hyperinflation and restore confidence in the post–World War I economy.
  • D. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • E. The Theory of Money and Credit
    The Theory of Money and Credit is a foundational 1912 treatise by economist Ludwig von Mises that develops a comprehensive Austrian School theory of money, banking, and monetary policy.
  • 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: Die Reform des deutschen Geldwesens
Triple: [Karl Helfferich, notableWork, Die Reform des deutschen Geldwesens]
Generated description
"Die Reform des deutschen Geldwesens" is an influential economic treatise by Karl Helfferich analyzing and proposing changes to the structure and stability of the German monetary system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Die Reform des deutschen Geldwesens
Target entity description: "Die Reform des deutschen Geldwesens" is an influential economic treatise by Karl Helfferich analyzing and proposing changes to the structure and stability of the German monetary system.
  • A. Reichsbank Act of 1875
    The Reichsbank Act of 1875 was the German imperial law that created and defined the powers, structure, and operations of the Reichsbank as the central bank of the newly unified German Empire.
  • B. Reichsreform
    Reichsreform was a series of late 15th- and early 16th-century reform efforts in the Holy Roman Empire aimed at restructuring imperial governance, justice, and administration.
  • C. Rentenmark reform of 1923
    The Rentenmark reform of 1923 was a German monetary stabilization measure that introduced the Rentenmark to halt hyperinflation and restore confidence in the post–World War I economy.
  • D. A Treatise on Money
    A Treatise on Money is an influential two-volume work by economist John Maynard Keynes that analyzes the functioning of monetary systems, credit, and business cycles in modern economies.
  • E. The Theory of Money and Credit
    The Theory of Money and Credit is a foundational 1912 treatise by economist Ludwig von Mises that develops a comprehensive Austrian School theory of money, banking, and monetary policy.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9ad505588190b8c81ce09f1904ec completed April 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1797386d88190bc1d9309ecc1b4fb completed April 4, 2026, 8:49 p.m.
NEDg Description generation batch_69d17a0d603881908066d61fff1d2fda completed April 4, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69d17a769b608190b49ad82b35cf1b44 completed April 4, 2026, 8:54 p.m.
Created at: March 30, 2026, 8:10 p.m.