Triple

T208198
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Training and Doctrine Command E4653 entity
Predicate subordinateUnit P258 FINISHED
Object TRADOC Analysis Center
The TRADOC Analysis Center is a U.S. Army organization that conducts operations research and analytical studies to support force development, training, and doctrine decisions.
E4653 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: TRADOC Analysis Center | Statement: [U.S. Army Training and Doctrine Command, subordinateUnit, TRADOC Analysis Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TRADOC Analysis Center
Context triple: [U.S. Army Training and Doctrine Command, subordinateUnit, TRADOC Analysis Center]
  • A. 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.
  • B. 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.
  • 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 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.
  • E. 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.
  • 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: TRADOC Analysis Center
Triple: [U.S. Army Training and Doctrine Command, subordinateUnit, TRADOC Analysis Center]
Generated description
The TRADOC Analysis Center is a U.S. Army organization that conducts operations research and analytical studies to support force development, training, and doctrine decisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TRADOC Analysis Center
Target entity description: The TRADOC Analysis Center is a U.S. Army organization that conducts operations research and analytical studies to support force development, training, and doctrine decisions.
  • A. U.S. Army Training and Doctrine Command chosen
    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.
  • B. 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.
  • 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 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.
  • E. 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.
  • 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_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_69a3695b4f648190969ed240f1597866 completed Feb. 28, 2026, 10:16 p.m.
NEDg Description generation batch_69a369ec7d4481909dcdb53082806239 completed Feb. 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69a36a6714208190bf021994a84d0163 completed Feb. 28, 2026, 10:21 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.