Triple

T4748475
Position Surface form Disambiguated ID Type / Status
Subject United States Army senior leadership E105419 entity
Predicate includesPosition P1393 FINISHED
Object Commanding General, U.S. Army Training and Doctrine Command
The Commanding General, U.S. Army Training and Doctrine Command is the four-star general responsible for overseeing the development of Army doctrine, training, and leader education across the force.
E467835 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: Commanding General, U.S. Army Training and Doctrine Command | Statement: [United States Army senior leadership, includesPosition, Commanding General, U.S. Army Training and Doctrine Command]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commanding General, U.S. Army Training and Doctrine Command
Context triple: [United States Army senior leadership, includesPosition, Commanding General, U.S. Army Training and Doctrine Command]
  • 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. Deputy Commanding General of United States Army Training and Doctrine Command
    The Deputy Commanding General of United States Army Training and Doctrine Command is a senior U.S. Army leader responsible for assisting in overseeing the development of training, doctrine, and operational concepts for the force.
  • C. Army Doctrine, Education and Training Development Command
    The Army Doctrine, Education and Training Development Command is the Indonesian Army’s central institution responsible for formulating military doctrine and overseeing the education and training of its personnel.
  • D. training and doctrine command
    The Training and Doctrine Command is the Portuguese Army’s central authority responsible for developing military doctrine, overseeing training, and managing education and preparation of its personnel.
  • E. Army Training Command
    Army Training Command is the Indian Army’s apex formation responsible for overseeing, coordinating, and modernizing all institutional training and doctrinal development for its 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: Commanding General, U.S. Army Training and Doctrine Command
Triple: [United States Army senior leadership, includesPosition, Commanding General, U.S. Army Training and Doctrine Command]
Generated description
The Commanding General, U.S. Army Training and Doctrine Command is the four-star general responsible for overseeing the development of Army doctrine, training, and leader education across the force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commanding General, U.S. Army Training and Doctrine Command
Target entity description: The Commanding General, U.S. Army Training and Doctrine Command is the four-star general responsible for overseeing the development of Army doctrine, training, and leader education across the force.
  • 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. Deputy Commanding General of United States Army Training and Doctrine Command
    The Deputy Commanding General of United States Army Training and Doctrine Command is a senior U.S. Army leader responsible for assisting in overseeing the development of training, doctrine, and operational concepts for the force.
  • C. Army Doctrine, Education and Training Development Command
    The Army Doctrine, Education and Training Development Command is the Indonesian Army’s central institution responsible for formulating military doctrine and overseeing the education and training of its personnel.
  • D. training and doctrine command
    The Training and Doctrine Command is the Portuguese Army’s central authority responsible for developing military doctrine, overseeing training, and managing education and preparation of its personnel.
  • E. Army Training Command
    Army Training Command is the Indian Army’s apex formation responsible for overseeing, coordinating, and modernizing all institutional training and doctrinal development for its 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c567288190a420e6825ee72822 completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a4e0844819098bb9abb05094a89 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3c9f8e048190a951b26c36cb7b23 completed March 21, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69be3d232b888190a0fd64c55a18eb48 completed March 21, 2026, 6:39 a.m.
Created at: March 20, 2026, 1:20 p.m.