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.