Triple

T208197
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Training and Doctrine Command E4653 entity
Predicate subordinateUnit P258 FINISHED
Object 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.
E30498 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 | Statement: [U.S. Army Training and Doctrine Command, subordinateUnit, Army University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army University
Context triple: [U.S. Army Training and Doctrine Command, subordinateUnit, Army University]
  • 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. 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. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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: Army University
Triple: [U.S. Army Training and Doctrine Command, subordinateUnit, Army University]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army University
Target entity description: 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.
  • 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. 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. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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

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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a260c178ac819085eb94ccaf64b780 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3672e822c8190be0d6c0714034ff7 completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a367bc6cb48190b5bc588db0833474 completed Feb. 28, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69a3681d99a881908ea8d2632ba2aab1 completed Feb. 28, 2026, 10:11 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.