Triple

T584786
Position Surface form Disambiguated ID Type / Status
Subject Battle of Leuthen E15134 entity
Predicate associatedWith P37 FINISHED
Object Prussian military reforms
The Prussian military reforms were a series of early 19th-century organizational, tactical, and social changes that transformed the Prussian army into a modern, professional force and laid foundations for later German military power.
E43793 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: Prussian military reforms | Statement: [Battle of Leuthen, associatedWith, Prussian military reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prussian military reforms
Context triple: [Battle of Leuthen, associatedWith, Prussian military reforms]
  • A. Prussian Army
    The Prussian Army was the highly disciplined and influential military force of the Kingdom of Prussia, renowned for its rigorous training, innovative tactics, and major role in shaping modern European warfare.
  • B. Austro-Prussian War
    The Austro-Prussian War was a short 1866 conflict between Prussia and Austria (and their respective German allies) that decisively shifted power within the German states and paved the way for German unification under Prussian leadership.
  • C. Table of Ranks reform
    The Table of Ranks reform was Peter the Great’s landmark overhaul of Russia’s civil and military service hierarchy, creating a formal system of ranks that tied status and advancement to state service rather than hereditary nobility.
  • D. Franco-Prussian War
    The Franco-Prussian War was a major 1870–1871 conflict between the Second French Empire and the Kingdom of Prussia (and its German allies) that led to the collapse of Napoleon III’s regime and the unification of Germany under Prussian leadership.
  • E. Reichswehr
    The Reichswehr was the small, professional armed force of the Weimar Republic, constrained by the Treaty of Versailles and serving as Germany’s official military between World War I and the rise of the Nazi-era Wehrmacht.
  • 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: Prussian military reforms
Triple: [Battle of Leuthen, associatedWith, Prussian military reforms]
Generated description
The Prussian military reforms were a series of early 19th-century organizational, tactical, and social changes that transformed the Prussian army into a modern, professional force and laid foundations for later German military power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prussian military reforms
Target entity description: The Prussian military reforms were a series of early 19th-century organizational, tactical, and social changes that transformed the Prussian army into a modern, professional force and laid foundations for later German military power.
  • A. Prussian Army chosen
    The Prussian Army was the highly disciplined and influential military force of the Kingdom of Prussia, renowned for its rigorous training, innovative tactics, and major role in shaping modern European warfare.
  • B. Austro-Prussian War
    The Austro-Prussian War was a short 1866 conflict between Prussia and Austria (and their respective German allies) that decisively shifted power within the German states and paved the way for German unification under Prussian leadership.
  • C. Table of Ranks reform
    The Table of Ranks reform was Peter the Great’s landmark overhaul of Russia’s civil and military service hierarchy, creating a formal system of ranks that tied status and advancement to state service rather than hereditary nobility.
  • D. Franco-Prussian War
    The Franco-Prussian War was a major 1870–1871 conflict between the Second French Empire and the Kingdom of Prussia (and its German allies) that led to the collapse of Napoleon III’s regime and the unification of Germany under Prussian leadership.
  • E. Reichswehr
    The Reichswehr was the small, professional armed force of the Weimar Republic, constrained by the Treaty of Versailles and serving as Germany’s official military between World War I and the rise of the Nazi-era Wehrmacht.
  • 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b9874c88190bd1e08d4689ea124 completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a50e25f4e4819081c8973b0f24dec0 completed March 2, 2026, 4:12 a.m.
NEDg Description generation batch_69a50ea21c54819099975c66b97f97f3 completed March 2, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_69a50f2e06288190a8ddf49310ee2790 completed March 2, 2026, 4:16 a.m.
Created at: March 1, 2026, 7:33 p.m.