Triple

T208192
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Training and Doctrine Command E4653 entity
Predicate subordinateUnit P258 FINISHED
Object U.S. Army Fires Center of Excellence
The U.S. Army Fires Center of Excellence is a major Army training and doctrine organization responsible for developing and integrating artillery, air defense, and other fires-related capabilities.
E29280 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 Fires Center of Excellence | Statement: [U.S. Army Training and Doctrine Command, subordinateUnit, U.S. Army Fires Center of Excellence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Fires Center of Excellence
Context triple: [U.S. Army Training and Doctrine Command, subordinateUnit, U.S. Army Fires Center of Excellence]
  • A. U.S. Army Maneuver Center of Excellence
    The U.S. Army Maneuver Center of Excellence is a major training and doctrine hub at Fort Moore, Georgia, responsible for developing and integrating infantry, armor, and maneuver warfare capabilities for the Army.
  • B. 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.
  • C. U.S. Army Intelligence Center of Excellence
    The U.S. Army Intelligence Center of Excellence is the Army’s primary institution for training, developing doctrine, and advancing capabilities in military intelligence.
  • D. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • E. Army Space and Missile Defense School
    The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting 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 Fires Center of Excellence
Triple: [U.S. Army Training and Doctrine Command, subordinateUnit, U.S. Army Fires Center of Excellence]
Generated description
The U.S. Army Fires Center of Excellence is a major Army training and doctrine organization responsible for developing and integrating artillery, air defense, and other fires-related capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Fires Center of Excellence
Target entity description: The U.S. Army Fires Center of Excellence is a major Army training and doctrine organization responsible for developing and integrating artillery, air defense, and other fires-related capabilities.
  • A. U.S. Army Maneuver Center of Excellence
    The U.S. Army Maneuver Center of Excellence is a major training and doctrine hub at Fort Moore, Georgia, responsible for developing and integrating infantry, armor, and maneuver warfare capabilities for the Army.
  • B. 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.
  • C. U.S. Army Intelligence Center of Excellence
    The U.S. Army Intelligence Center of Excellence is the Army’s primary institution for training, developing doctrine, and advancing capabilities in military intelligence.
  • D. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • E. Army Space and Missile Defense School
    The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting 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_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_69a35b636810819085f6c4e658ee578a completed Feb. 28, 2026, 9:17 p.m.
NEDg Description generation batch_69a35cd77cf881908bbde3b6bcbd5fa8 completed Feb. 28, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69a35daaf914819096033b4e95fd3317 completed Feb. 28, 2026, 9:27 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.