Triple

T6035512
Position Surface form Disambiguated ID Type / Status
Subject Hjalmar Schacht E134409 entity
Predicate participantIn P149 FINISHED
Object Weimar Republic economic stabilization
Weimar Republic economic stabilization refers to the mid-1920s recovery of Germany’s economy through currency reform, fiscal consolidation, and international financial support that ended hyperinflation and restored short-term stability after World War I.
E158822 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: Weimar Republic economic stabilization | Statement: [Hjalmar Schacht, participantIn, Weimar Republic economic stabilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weimar Republic economic stabilization
Context triple: [Hjalmar Schacht, participantIn, Weimar Republic economic stabilization]
  • 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. Dawes Plan for German reparations after World War I
    The Dawes Plan for German reparations after World War I was a 1924 international agreement that restructured Germany’s reparations payments and stabilized its economy by coordinating loans and a new payment schedule under Allied supervision.
  • C. Third Reich economic bureaucracy
    The Third Reich economic bureaucracy was the network of Nazi government agencies and officials responsible for directing and coordinating Germany’s economic policy, industrial production, and resource allocation in support of the regime’s war and racial objectives.
  • D. 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.
  • E. Young Plan
    The Young Plan was a 1929 agreement that restructured Germany’s World War I reparations by reducing the total amount owed and extending the payment period, aiming to stabilize the Weimar Republic’s economy.
  • 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: Weimar Republic economic stabilization
Triple: [Hjalmar Schacht, participantIn, Weimar Republic economic stabilization]
Generated description
Weimar Republic economic stabilization refers to the mid-1920s recovery of Germany’s economy through currency reform, fiscal consolidation, and international financial support that ended hyperinflation and restored short-term stability after World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weimar Republic economic stabilization
Target entity description: Weimar Republic economic stabilization refers to the mid-1920s recovery of Germany’s economy through currency reform, fiscal consolidation, and international financial support that ended hyperinflation and restored short-term stability after World War I.
  • 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. Dawes Plan for German reparations after World War I chosen
    The Dawes Plan for German reparations after World War I was a 1924 international agreement that restructured Germany’s reparations payments and stabilized its economy by coordinating loans and a new payment schedule under Allied supervision.
  • C. Third Reich economic bureaucracy
    The Third Reich economic bureaucracy was the network of Nazi government agencies and officials responsible for directing and coordinating Germany’s economic policy, industrial production, and resource allocation in support of the regime’s war and racial objectives.
  • D. 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.
  • E. Young Plan
    The Young Plan was a 1929 agreement that restructured Germany’s World War I reparations by reducing the total amount owed and extending the payment period, aiming to stabilize the Weimar Republic’s economy.
  • F. None of above.

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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056b4e3ec819089b2d119ea2953fe completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1138cb2388190a80562a835388dc3 completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c11551bec88190be77db3ec96045ad completed March 23, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69c115f88e948190a3ea11b33742779c completed March 23, 2026, 10:29 a.m.
Created at: March 22, 2026, 4:08 p.m.