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.