Triple

T1267684
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Infantry School E15637 entity
Predicate hasComponent P35 FINISHED
Object Infantry NCO Academy
The Infantry NCO Academy is a U.S. Army training institution that develops and educates infantry noncommissioned officers in leadership, tactics, and professional skills.
E15637 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: Infantry NCO Academy | Statement: [U.S. Army Infantry School, hasComponent, Infantry NCO Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Infantry NCO Academy
Context triple: [U.S. Army Infantry School, hasComponent, Infantry NCO Academy]
  • A. 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.
  • B. 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.
  • C. School of Infantry-East
    School of Infantry-East is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the East Coast.
  • D. 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.
  • E. 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.
  • 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: Infantry NCO Academy
Triple: [U.S. Army Infantry School, hasComponent, Infantry NCO Academy]
Generated description
The Infantry NCO Academy is a U.S. Army training institution that develops and educates infantry noncommissioned officers in leadership, tactics, and professional skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Infantry NCO Academy
Target entity description: The Infantry NCO Academy is a U.S. Army training institution that develops and educates infantry noncommissioned officers in leadership, tactics, and professional skills.
  • A. U.S. Army Infantry School chosen
    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.
  • B. 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.
  • C. School of Infantry-East
    School of Infantry-East is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the East Coast.
  • D. 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.
  • E. 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.
  • 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_69a4935a94308190bb92555b79032824 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4c0396e048190b4e2d7aab19268b3 completed March 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbae1e55c8190a487084e16804e4d completed March 7, 2026, 11:55 p.m.
NEDg Description generation batch_69acbb6b51608190a90f63b6fdd51690 completed March 7, 2026, 11:57 p.m.
NED2 Entity disambiguation (via description) batch_69acbbdbab04819087b42477acbbb5f4 completed March 7, 2026, 11:59 p.m.
Created at: March 1, 2026, 7:50 p.m.