Triple

T1367367
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Mission Command Center of Excellence E30033 entity
Predicate subOrganization P254 FINISHED
Object Army University Press
Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
E155864 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 University Press | Statement: [U.S. Army Mission Command Center of Excellence, subOrganization, Army University Press]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army University Press
Context triple: [U.S. Army Mission Command Center of Excellence, subOrganization, Army University Press]
  • A. Army University
    Army University is an educational institution within the U.S. Army that integrates and oversees the Army’s professional military education and training programs for soldiers and leaders.
  • B. U.S. Army Mission Command Center of Excellence
    The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
  • C. U.S. Army Combined Arms Center
    The U.S. Army Combined Arms Center is a major Army institution responsible for developing doctrine, training concepts, leader development, and professional military education to prepare forces for unified land operations.
  • D. Center for Army Lessons Learned
    The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
  • E. Marine Corps University
    Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
  • 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 University Press
Triple: [U.S. Army Mission Command Center of Excellence, subOrganization, Army University Press]
Generated description
Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army University Press
Target entity description: Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
  • A. Army University
    Army University is an educational institution within the U.S. Army that integrates and oversees the Army’s professional military education and training programs for soldiers and leaders.
  • B. U.S. Army Mission Command Center of Excellence
    The U.S. Army Mission Command Center of Excellence is a specialized organization that develops and integrates doctrine, concepts, training, and capabilities to enhance the Army’s mission command and leadership across all echelons.
  • C. U.S. Army Combined Arms Center
    The U.S. Army Combined Arms Center is a major Army institution responsible for developing doctrine, training concepts, leader development, and professional military education to prepare forces for unified land operations.
  • D. Center for Army Lessons Learned
    The Center for Army Lessons Learned is a U.S. Army organization that collects, analyzes, and disseminates operational insights and best practices to improve training, doctrine, and readiness across the force.
  • E. Marine Corps University
    Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2d33d2081908008494b5f56bf56 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce788098819087a046e10966b7e9 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf15d910819098e9a4b24247881b completed March 8, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69accffa9a40819083a3e55a5d83e040 completed March 8, 2026, 1:25 a.m.
Created at: March 1, 2026, 7:57 p.m.