Triple

T1547409
Position Surface form Disambiguated ID Type / Status
Subject Chiang Wei-kuo E33009 entity
Predicate educatedAt P5 FINISHED
Object German Army military schools
German Army military schools were specialized training institutions of the German armed forces that prepared officers and soldiers in military tactics, leadership, and warfare doctrine, particularly during the early to mid-20th century.
E176363 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: German Army military schools | Statement: [Chiang Wei-kuo, educatedAt, German Army military schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Army military schools
Context triple: [Chiang Wei-kuo, educatedAt, German Army military schools]
  • A. 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.
  • B. German General Staff
    The German General Staff was the central planning and command organization of the German Army, renowned for its highly professional, systematic approach to military strategy and operations from the 19th century through World War II.
  • C. United States Army schools
    United States Army schools are specialized military educational institutions that train soldiers and officers in various operational, technical, and leadership skills to support the Army’s missions.
  • D. Theresian Military Academy
    The Theresian Military Academy is Austria’s historic officer training institution, renowned for educating many prominent figures in the Austro-Hungarian and later Austrian armed forces.
  • E. Prussian General Staff
    The Prussian General Staff was the pioneering 19th-century military planning and command institution of the Kingdom of Prussia that became a model for modern professional general staffs worldwide.
  • 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: German Army military schools
Triple: [Chiang Wei-kuo, educatedAt, German Army military schools]
Generated description
German Army military schools were specialized training institutions of the German armed forces that prepared officers and soldiers in military tactics, leadership, and warfare doctrine, particularly during the early to mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Army military schools
Target entity description: German Army military schools were specialized training institutions of the German armed forces that prepared officers and soldiers in military tactics, leadership, and warfare doctrine, particularly during the early to mid-20th century.
  • A. 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.
  • B. German General Staff
    The German General Staff was the central planning and command organization of the German Army, renowned for its highly professional, systematic approach to military strategy and operations from the 19th century through World War II.
  • C. United States Army schools
    United States Army schools are specialized military educational institutions that train soldiers and officers in various operational, technical, and leadership skills to support the Army’s missions.
  • D. Theresian Military Academy
    The Theresian Military Academy is Austria’s historic officer training institution, renowned for educating many prominent figures in the Austro-Hungarian and later Austrian armed forces.
  • E. Prussian General Staff
    The Prussian General Staff was the pioneering 19th-century military planning and command institution of the Kingdom of Prussia that became a model for modern professional general staffs worldwide.
  • 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_69a885ee6db8819099502bc5ce8af881 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb20dd5a88190b3d6e6f0004fe9b4 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad30a073bc8190a269cb036775dfe4 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad3117b49881908916e7137f8b655c completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad3179b0148190b69b16b5d2051ece completed March 8, 2026, 8:21 a.m.
Created at: March 4, 2026, 7:26 p.m.