Triple

T208205
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Training and Doctrine Command E4653 entity
Predicate responsibleFor P636 FINISHED
Object Army professional military education system
The Army professional military education system is the structured continuum of career-long training and schooling that develops U.S. Army soldiers and leaders in tactical, operational, and strategic competencies.
E26630 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: Army professional military education system | Statement: [U.S. Army Training and Doctrine Command, responsibleFor, Army professional military education system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army professional military education system
Context triple: [U.S. Army Training and Doctrine Command, responsibleFor, Army professional military education system]
  • A. United States Armed Forces education system
    The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
  • B. National Military Establishment
    The National Military Establishment was the post–World War II U.S. federal organization that briefly coordinated the Army, Navy, and newly created Air Force before evolving into the Department of Defense.
  • C. Air University
    Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
  • D. U.S. Army Infantry School
    The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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: Army professional military education system
Triple: [U.S. Army Training and Doctrine Command, responsibleFor, Army professional military education system]
Generated description
The Army professional military education system is the structured continuum of career-long training and schooling that develops U.S. Army soldiers and leaders in tactical, operational, and strategic competencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army professional military education system
Target entity description: The Army professional military education system is the structured continuum of career-long training and schooling that develops U.S. Army soldiers and leaders in tactical, operational, and strategic competencies.
  • A. United States Armed Forces education system
    The United States Armed Forces education system is the network of military academies, training schools, and professional education institutions that prepare and develop officers and enlisted personnel for service in the U.S. Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard.
  • B. National Military Establishment
    The National Military Establishment was the post–World War II U.S. federal organization that briefly coordinated the Army, Navy, and newly created Air Force before evolving into the Department of Defense.
  • C. Air University
    Air University is the U.S. Air Force’s primary institution for professional military education, leadership development, and academic research for air and space power.
  • D. U.S. Army Infantry School
    The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c071fac81908f706d1384281182 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32f2b03b08190b4708865ac9e54a3 completed Feb. 28, 2026, 6:08 p.m.
NEDg Description generation batch_69a3306f41a08190ae7719c6205d85f1 completed Feb. 28, 2026, 6:14 p.m.
NED2 Entity disambiguation (via description) batch_69a330f7f550819098ba3ef4022f31ac completed Feb. 28, 2026, 6:16 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.