Triple

T689110
Position Surface form Disambiguated ID Type / Status
Subject Imperial Russian Army E13350 entity
Predicate influencedBy P9 FINISHED
Object Prussian military reforms
Prussian military reforms were early 19th-century changes to Prussia’s army and military system—emphasizing merit, professionalization, and modern organization—that became a model for many European forces.
E84953 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: [Imperial Russian Army, influencedBy, Prussian military reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prussian military reforms
Context triple: [Imperial Russian Army, influencedBy, 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. Prussian military academy
    The Prussian military academy was an elite officer training institution of the Kingdom of Prussia, renowned for its rigorous education in military science and strategy that shaped many of Germany’s leading commanders.
  • E. 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.
  • 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: [Imperial Russian Army, influencedBy, Prussian military reforms]
Generated description
Prussian military reforms were early 19th-century changes to Prussia’s army and military system—emphasizing merit, professionalization, and modern organization—that became a model for many European forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prussian military reforms
Target entity description: Prussian military reforms were early 19th-century changes to Prussia’s army and military system—emphasizing merit, professionalization, and modern organization—that became a model for many European forces.
  • 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. Prussian military academy
    The Prussian military academy was an elite officer training institution of the Kingdom of Prussia, renowned for its rigorous education in military science and strategy that shaped many of Germany’s leading commanders.
  • E. 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.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a09669e4819089753204772e1fdd completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dca5b2688190bfe05a165c753211 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5ddeaef148190bb9877cee15959fd completed March 2, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69a5fea9df3481909331e3e382ad81ae completed March 2, 2026, 9:18 p.m.
Created at: March 1, 2026, 7:36 p.m.