Triple
T113837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erich Neumann |
E2301
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E11384
|
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: Third Reich economic bureaucracy | Statement: [Erich Neumann, partOf, Third Reich economic bureaucracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Third Reich economic bureaucracy Context triple: [Erich Neumann, partOf, Third Reich economic bureaucracy]
-
A.
World War II economic mobilization
World War II economic mobilization was the large-scale transformation of national economies—especially in the United States and other Allied powers—into war-focused production systems that ended mass unemployment and massively expanded industrial output.
-
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.
Gleichschaltung
Gleichschaltung was the Nazi regime’s systematic process of consolidating total control over German political, social, and cultural life by eliminating independent institutions and opposition.
-
D.
Five-Year Plans for the National Economy of the Soviet Union
The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
-
E.
The General Theory of Employment, Interest and Money
The General Theory of Employment, Interest and Money is John Maynard Keynes’s landmark 1936 book that founded modern macroeconomics by challenging classical views and explaining the causes of prolonged unemployment and economic downturns.
- 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: Third Reich economic bureaucracy Triple: [Erich Neumann, partOf, Third Reich economic bureaucracy]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Third Reich economic bureaucracy Target entity description: 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.
-
A.
World War II economic mobilization
World War II economic mobilization was the large-scale transformation of national economies—especially in the United States and other Allied powers—into war-focused production systems that ended mass unemployment and massively expanded industrial output.
-
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.
Gleichschaltung
Gleichschaltung was the Nazi regime’s systematic process of consolidating total control over German political, social, and cultural life by eliminating independent institutions and opposition.
-
D.
Five-Year Plans for the National Economy of the Soviet Union
The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
-
E.
The General Theory of Employment, Interest and Money
The General Theory of Employment, Interest and Money is John Maynard Keynes’s landmark 1936 book that founded modern macroeconomics by challenging classical views and explaining the causes of prolonged unemployment and economic downturns.
- 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_69a24fcdaeb48190a2d796677e4b3281 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NER | Named-entity recognition | batch_69a256effaac81908c22be65d9f668a4 |
completed | Feb. 28, 2026, 2:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a27c0652508190aa8d569ee7dae7bc |
completed | Feb. 28, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69a27cc652048190bd6ac1fb6788991a |
completed | Feb. 28, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a27d8de2888190a9f37390d7a4324e |
completed | Feb. 28, 2026, 5:30 a.m. |
Created at: Feb. 28, 2026, 2:20 a.m.