Triple

T6497368
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Combined Arms Center E148790 entity
Predicate subOrganization P254 FINISHED
Object Combined Arms Doctrine Directorate
The Combined Arms Doctrine Directorate is a U.S. Army organization responsible for developing, integrating, and managing Army-wide operational doctrine and related publications.
E27820 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: Combined Arms Doctrine Directorate | Statement: [U.S. Army Combined Arms Center, subOrganization, Combined Arms Doctrine Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Combined Arms Doctrine Directorate
Context triple: [U.S. Army Combined Arms Center, subOrganization, Combined Arms Doctrine Directorate]
  • A. 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.
  • B. 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.
  • 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. United States Army Command and General Staff Corps
    The United States Army Command and General Staff Corps is a professional body within the U.S. Army focused on developing and educating mid- to senior-level officers in operational art, leadership, and staff responsibilities for higher command.
  • E. 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.
  • 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: Combined Arms Doctrine Directorate
Triple: [U.S. Army Combined Arms Center, subOrganization, Combined Arms Doctrine Directorate]
Generated description
The Combined Arms Doctrine Directorate is a U.S. Army organization responsible for developing, integrating, and managing Army-wide operational doctrine and related publications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Combined Arms Doctrine Directorate
Target entity description: The Combined Arms Doctrine Directorate is a U.S. Army organization responsible for developing, integrating, and managing Army-wide operational doctrine and related publications.
  • A. 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.
  • B. 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.
  • C. U.S. Army Combined Arms Center chosen
    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. United States Army Command and General Staff Corps
    The United States Army Command and General Staff Corps is a professional body within the U.S. Army focused on developing and educating mid- to senior-level officers in operational art, leadership, and staff responsibilities for higher command.
  • E. 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.
  • 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_69c687e9ad288190bae5bcac9c8ac855 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c68ace80108190804a835bc646b2b2 completed March 27, 2026, 1:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb0ff914819080b1721ccbc56571 completed March 27, 2026, 6:23 p.m.
NEDg Description generation batch_69c6cc960e088190bd9643aa1c46128d completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd4d50948190ac60ec518f00e5d8 completed March 27, 2026, 6:32 p.m.
Created at: March 27, 2026, 1:41 p.m.