Triple
T9622616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karl Helfferich |
E232379
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Die deutsche Volkswirtschaft 1888–1913
"Die deutsche Volkswirtschaft 1888–1913" is an influential economic-historical study by Karl Helfferich analyzing the development and structure of the German economy in the late 19th and early 20th centuries.
|
E809816
|
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 deutsche Volkswirtschaft 1888–1913 | Statement: [Karl Helfferich, notableWork, Die deutsche Volkswirtschaft 1888–1913]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Die deutsche Volkswirtschaft 1888–1913 Context triple: [Karl Helfferich, notableWork, Die deutsche Volkswirtschaft 1888–1913]
-
A.
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.
-
B.
The Structure of American Economy, 1919–1929
The Structure of American Economy, 1919–1929 is an influential economic study by Wassily Leontief that pioneered input–output analysis to map the interdependencies among U.S. industries in the interwar period.
-
C.
Genealogie der Sozialen Marktwirtschaft
Genealogie der Sozialen Marktwirtschaft is a scholarly work by economist Alfred Müller-Armack that traces the intellectual and historical roots of Germany’s postwar social market economy model.
-
D.
A Theory of Economic History
A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
-
E.
Gründerzeit
Gründerzeit is a historicist architectural style from late 19th-century Germany and Austria, characterized by ornate facades, eclectic revival elements, and dense urban residential blocks built during rapid industrial expansion.
- 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 deutsche Volkswirtschaft 1888–1913 Triple: [Karl Helfferich, notableWork, Die deutsche Volkswirtschaft 1888–1913]
Generated description
"Die deutsche Volkswirtschaft 1888–1913" is an influential economic-historical study by Karl Helfferich analyzing the development and structure of the German economy in the late 19th and early 20th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Die deutsche Volkswirtschaft 1888–1913 Target entity description: "Die deutsche Volkswirtschaft 1888–1913" is an influential economic-historical study by Karl Helfferich analyzing the development and structure of the German economy in the late 19th and early 20th centuries.
-
A.
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.
-
B.
The Structure of American Economy, 1919–1929
The Structure of American Economy, 1919–1929 is an influential economic study by Wassily Leontief that pioneered input–output analysis to map the interdependencies among U.S. industries in the interwar period.
-
C.
Genealogie der Sozialen Marktwirtschaft
Genealogie der Sozialen Marktwirtschaft is a scholarly work by economist Alfred Müller-Armack that traces the intellectual and historical roots of Germany’s postwar social market economy model.
-
D.
A Theory of Economic History
A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
-
E.
Gründerzeit
Gründerzeit is a historicist architectural style from late 19th-century Germany and Austria, characterized by ornate facades, eclectic revival elements, and dense urban residential blocks built during rapid industrial expansion.
- 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.