Triple

T15538204
Position Surface form Disambiguated ID Type / Status
Subject School of Advanced Warfighting E370403 entity
Predicate partOf P40 FINISHED
Object U.S. joint professional military education system
The U.S. joint professional military education system is a structured network of advanced military colleges and programs that prepare officers from all service branches for integrated, high-level joint and combined operations.
E1162153 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. joint professional military education system | Statement: [School of Advanced Warfighting, partOf, U.S. joint professional military education system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. joint professional military education system
Context triple: [School of Advanced Warfighting, partOf, U.S. joint professional military education system]
  • A. U.S. Army professional military education
    U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
  • B. Joint and Combined Warfighting School
    Joint and Combined Warfighting School is a professional military education program that prepares U.S. and allied officers for planning and conducting joint and combined military operations at the operational level of war.
  • C. 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.
  • D. International Military Education and Training program
    The International Military Education and Training program is a U.S. security assistance initiative that provides professional military education and training to foreign military and related civilian personnel to promote interoperability, democratic values, and regional stability.
  • E. Joint Advanced Warfighting School
    Joint Advanced Warfighting School is a senior-level professional military education program focused on developing joint operational planners and leaders for complex, multi-domain warfare.
  • 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. joint professional military education system
Triple: [School of Advanced Warfighting, partOf, U.S. joint professional military education system]
Generated description
The U.S. joint professional military education system is a structured network of advanced military colleges and programs that prepare officers from all service branches for integrated, high-level joint and combined operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. joint professional military education system
Target entity description: The U.S. joint professional military education system is a structured network of advanced military colleges and programs that prepare officers from all service branches for integrated, high-level joint and combined operations.
  • A. U.S. Army professional military education
    U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
  • B. Joint and Combined Warfighting School
    Joint and Combined Warfighting School is a professional military education program that prepares U.S. and allied officers for planning and conducting joint and combined military operations at the operational level of war.
  • C. 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.
  • D. International Military Education and Training program
    The International Military Education and Training program is a U.S. security assistance initiative that provides professional military education and training to foreign military and related civilian personnel to promote interoperability, democratic values, and regional stability.
  • E. Joint Advanced Warfighting School
    Joint Advanced Warfighting School is a senior-level professional military education program focused on developing joint operational planners and leaders for complex, multi-domain warfare.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0442f3c688190a599165e526af2ed completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d626e688190bd93481cfd6cb255 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3f075bb881908c254137ca7c3f9f completed May 9, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff3f87f788819080eccae52b0df145 completed May 9, 2026, 2:07 p.m.
Created at: April 10, 2026, 4:07 a.m.