Triple

T6356642
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army noncommissioned officers E143007 entity
Predicate trainingInstitution P2858 FINISHED
Object U.S. Army Noncommissioned Officer Professional Development System
The U.S. Army Noncommissioned Officer Professional Development System is a structured, career-long education and training program designed to develop the leadership, technical, and tactical skills of Army noncommissioned officers.
E154837 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: U.S. Army Noncommissioned Officer Professional Development System | Statement: [U.S. Army noncommissioned officers, trainingInstitution, U.S. Army Noncommissioned Officer Professional Development System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Professional Development System
Context triple: [U.S. Army noncommissioned officers, trainingInstitution, U.S. Army Noncommissioned Officer Professional Development System]
  • A. U.S. Army Noncommissioned Officer Academy elements
    U.S. Army Noncommissioned Officer Academy elements are specialized training units that develop and educate enlisted leaders in leadership, tactics, and professional military skills within the U.S. Army.
  • B. Army NCO School
    The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
  • C. Meritorious Commissioning Program
    The Meritorious Commissioning Program was a United States Marine Corps initiative that allowed outstanding enlisted Marines to earn a commission as officers based on exceptional performance and leadership potential rather than traditional commissioning routes.
  • D. Battle Staff Noncommissioned Officer Course
    The Battle Staff Noncommissioned Officer Course is a U.S. Army professional development program that trains NCOs to serve effectively on battalion and higher-level staff in planning, coordinating, and executing military operations.
  • E. Platoon Leaders Class
    Platoon Leaders Class is a United States Marine Corps officer commissioning program that trains college students through summer training at Officer Candidates School.
  • 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: U.S. Army Noncommissioned Officer Professional Development System
Triple: [U.S. Army noncommissioned officers, trainingInstitution, U.S. Army Noncommissioned Officer Professional Development System]
Generated description
The U.S. Army Noncommissioned Officer Professional Development System is a structured, career-long education and training program designed to develop the leadership, technical, and tactical skills of Army noncommissioned officers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Professional Development System
Target entity description: The U.S. Army Noncommissioned Officer Professional Development System is a structured, career-long education and training program designed to develop the leadership, technical, and tactical skills of Army noncommissioned officers.
  • A. U.S. Army Noncommissioned Officer Academy elements chosen
    U.S. Army Noncommissioned Officer Academy elements are specialized training units that develop and educate enlisted leaders in leadership, tactics, and professional military skills within the U.S. Army.
  • B. Army NCO School
    The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
  • C. Meritorious Commissioning Program
    The Meritorious Commissioning Program was a United States Marine Corps initiative that allowed outstanding enlisted Marines to earn a commission as officers based on exceptional performance and leadership potential rather than traditional commissioning routes.
  • D. Battle Staff Noncommissioned Officer Course
    The Battle Staff Noncommissioned Officer Course is a U.S. Army professional development program that trains NCOs to serve effectively on battalion and higher-level staff in planning, coordinating, and executing military operations.
  • E. Platoon Leaders Class
    Platoon Leaders Class is a United States Marine Corps officer commissioning program that trains college students through summer training at Officer Candidates School.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067f37d0881909289bafb09e29298 completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d5966a88190a7184157b235b170 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62f5da47081908c995e28ba2ee3f8 completed March 27, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69c62fd9dd4c819091e0d87259f9d60f completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:32 p.m.