Triple

T1352660
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Maneuver Center of Excellence E28916 entity
Predicate hasComponent P35 FINISHED
Object 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.
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 Academy elements | Statement: [U.S. Army Maneuver Center of Excellence, hasComponent, U.S. Army Noncommissioned Officer Academy elements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Academy elements
Context triple: [U.S. Army Maneuver Center of Excellence, hasComponent, U.S. Army Noncommissioned Officer Academy elements]
  • A. School of Infantry – West
    School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
  • 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 Center for Initial Military Training
    The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
  • E. United States Army Armor School
    The United States Army Armor School is the Army’s primary training and doctrine institution for armored and cavalry forces, responsible for developing tank and reconnaissance leaders, tactics, and capabilities.
  • 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 Academy elements
Triple: [U.S. Army Maneuver Center of Excellence, hasComponent, U.S. Army Noncommissioned Officer Academy elements]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Academy elements
Target entity description: 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.
  • A. School of Infantry – West
    School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
  • 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 Center for Initial Military Training
    The U.S. Army Center for Initial Military Training is the organization responsible for overseeing and standardizing the Army’s basic combat training and initial entry soldier development.
  • E. United States Army Armor School
    The United States Army Armor School is the Army’s primary training and doctrine institution for armored and cavalry forces, responsible for developing tank and reconnaissance leaders, tactics, and capabilities.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26d0c4481908fddda89242a57b3 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc64032d08190986c8b12bbcfc7c2 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6c204a88190a3171898e6e1bb91 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc7d8df108190bf92ca5e33987d04 completed March 8, 2026, 12:50 a.m.
Created at: March 1, 2026, 7:56 p.m.