Triple

T1378498
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Fires Center of Excellence E29280 entity
Predicate category P87 FINISHED
Object 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.
E158846 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: United States Army schools | Statement: [U.S. Army Fires Center of Excellence, category, United States Army schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army schools
Context triple: [U.S. Army Fires Center of Excellence, category, United States Army schools]
  • 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. United States Army Sergeants Major Academy
    The United States Army Sergeants Major Academy is the Army’s premier institution for educating and developing senior noncommissioned officers in leadership, operations, and professional military skills.
  • C. 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.
  • D. 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.
  • E. Command and General Staff School
    The Command and General Staff School is a U.S. Army graduate-level institution that provides advanced professional military education to mid-career officers in operational art, leadership, and staff planning.
  • 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: United States Army schools
Triple: [U.S. Army Fires Center of Excellence, category, United States Army schools]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army schools
Target entity description: 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.
  • 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. United States Army Sergeants Major Academy
    The United States Army Sergeants Major Academy is the Army’s premier institution for educating and developing senior noncommissioned officers in leadership, operations, and professional military skills.
  • C. 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.
  • D. 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.
  • E. Command and General Staff School
    The Command and General Staff School is a U.S. Army graduate-level institution that provides advanced professional military education to mid-career officers in operational art, leadership, and staff planning.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c3173548819082aec7c1af9c577c completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd488698481909411c004aadfcaec completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd625592481908c688802ce8381ee completed March 8, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69acd6daf83881909cf5a4105ebf14a5 completed March 8, 2026, 1:54 a.m.
Created at: March 1, 2026, 7:59 p.m.