Triple

T23315955
Position Surface form Disambiguated ID Type / Status
Subject Alexander Gerschenkron E590705 entity
Predicate notableWork P4 FINISHED
Object Bread and Democracy in Germany
"Bread and Democracy in Germany" is a seminal historical and economic study by Alexander Gerschenkron that examines how agricultural policies and grain markets shaped German political development and the rise of authoritarianism.
 E1579470 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: Bread and Democracy in Germany | Statement: [Alexander Gerschenkron, notableWork, Bread and Democracy in Germany]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bread and Democracy in Germany
Context triple: [Alexander Gerschenkron, notableWork, Bread and Democracy in Germany]
  • A. The Rise and Fall of Weimar Democracy
    The Rise and Fall of Weimar Democracy is a historical study that analyzes the political, social, and economic factors behind the failure of Germany’s Weimar Republic and the rise of Nazism.
  • B. Society and Democracy in Germany
    Society and Democracy in Germany is a seminal sociological and political analysis by Ralf Dahrendorf examining the development, structure, and challenges of democracy in modern German society.
  • C. Germany: Memories of a Nation
    Germany: Memories of a Nation is a cultural and historical study by Neil MacGregor that explores German identity through objects, artworks, and key moments from the country’s past.
  • D. Addresses to the German Nation
    "Addresses to the German Nation" is a series of influential patriotic speeches delivered in 1807–1808 by philosopher Johann Gottlieb Fichte that helped shape modern German nationalism and identity.
  • E. The Other Germany
    The Other Germany is a political and cultural critique by Erika Mann that exposes and condemns Nazi Germany while highlighting the existence of anti-fascist Germans.
  • 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: Bread and Democracy in Germany
Triple: [Alexander Gerschenkron, notableWork, Bread and Democracy in Germany]
Generated description
"Bread and Democracy in Germany" is a seminal historical and economic study by Alexander Gerschenkron that examines how agricultural policies and grain markets shaped German political development and the rise of authoritarianism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bread and Democracy in Germany
Target entity description: "Bread and Democracy in Germany" is a seminal historical and economic study by Alexander Gerschenkron that examines how agricultural policies and grain markets shaped German political development and the rise of authoritarianism.
  • A. The Rise and Fall of Weimar Democracy
    The Rise and Fall of Weimar Democracy is a historical study that analyzes the political, social, and economic factors behind the failure of Germany’s Weimar Republic and the rise of Nazism.
  • B. Society and Democracy in Germany
    Society and Democracy in Germany is a seminal sociological and political analysis by Ralf Dahrendorf examining the development, structure, and challenges of democracy in modern German society.
  • C. Germany: Memories of a Nation
    Germany: Memories of a Nation is a cultural and historical study by Neil MacGregor that explores German identity through objects, artworks, and key moments from the country’s past.
  • D. Addresses to the German Nation
    "Addresses to the German Nation" is a series of influential patriotic speeches delivered in 1807–1808 by philosopher Johann Gottlieb Fichte that helped shape modern German nationalism and identity.
  • E. The Other Germany
    The Other Germany is a political and cultural critique by Erika Mann that exposes and condemns Nazi Germany while highlighting the existence of anti-fascist Germans.
  • 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_69e25d1d32188190948eb76909d1dcc3 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197816024819086c547ba89f84286 completed April 29, 2026, 5:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4ca2fb888190931e944c3df87188 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e669b6481909f198d1c51b68bf3 completed May 19, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f011a188190b801f2ae0f134356 completed May 19, 2026, 11:52 a.m.
Created at: April 17, 2026, 5:06 p.m.