Triple

T12825266
Position Surface form Disambiguated ID Type / Status
Subject Rudolf Havenstein E306633 entity
Predicate involvedIn P149 FINISHED
Object German hyperinflation of the early 1920s
The German hyperinflation of the early 1920s was a catastrophic monetary crisis in the Weimar Republic during which the value of the mark collapsed, wiping out savings and destabilizing the economy and society.
E1004456 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: German hyperinflation of the early 1920s | Statement: [Rudolf Havenstein, involvedIn, German hyperinflation of the early 1920s]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German hyperinflation of the early 1920s
Context triple: [Rudolf Havenstein, involvedIn, German hyperinflation of the early 1920s]
  • A. 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.
  • B. Wirtschaftswunder
    Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
  • C. Great Depression
    The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
  • D. Weimar Republic
    The Weimar Republic was Germany's democratic government from 1919 to 1933, marked by political instability, economic crises, and cultural flourishing before its collapse and replacement by Nazi rule.
  • E. Recession of 1937–1938
    The Recession of 1937–1938 was a sharp economic downturn in the United States during the New Deal era, marked by renewed declines in industrial production and employment after an initial recovery from the Great Depression.
  • 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: German hyperinflation of the early 1920s
Triple: [Rudolf Havenstein, involvedIn, German hyperinflation of the early 1920s]
Generated description
The German hyperinflation of the early 1920s was a catastrophic monetary crisis in the Weimar Republic during which the value of the mark collapsed, wiping out savings and destabilizing the economy and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German hyperinflation of the early 1920s
Target entity description: The German hyperinflation of the early 1920s was a catastrophic monetary crisis in the Weimar Republic during which the value of the mark collapsed, wiping out savings and destabilizing the economy and society.
  • A. 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.
  • B. Wirtschaftswunder
    Wirtschaftswunder refers to the rapid economic recovery and sustained growth of West Germany after World War II, transforming it into one of the world’s leading industrial economies.
  • C. Great Depression
    The Great Depression was a severe worldwide economic downturn during the 1930s that led to massive unemployment, bank failures, and profound social and political change.
  • D. Weimar Republic
    The Weimar Republic was Germany's democratic government from 1919 to 1933, marked by political instability, economic crises, and cultural flourishing before its collapse and replacement by Nazi rule.
  • E. Recession of 1937–1938
    The Recession of 1937–1938 was a sharp economic downturn in the United States during the New Deal era, marked by renewed declines in industrial production and employment after an initial recovery from the Great Depression.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96facb2d48190bc12efc00c9da360 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ed4f7388190ba989b8a79bd7c6d completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f691341d0081909ca3b281ee64b42b completed May 3, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_69f692361c3c81909078a19be1a86231 completed May 3, 2026, 12:09 a.m.
Created at: April 9, 2026, 5:32 p.m.