Triple

T19114814
Position Surface form Disambiguated ID Type / Status
Subject Army Doctrine Publication 6-22 E467879 entity
Predicate defines P264 FINISHED
Object Army leadership
Army leadership is the professional practice of influencing and guiding soldiers and organizations to accomplish missions ethically and effectively in support of the Army’s purpose.
E105419 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 leadership | Statement: [Army Doctrine Publication 6-22, defines, Army leadership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army leadership
Context triple: [Army Doctrine Publication 6-22, defines, Army leadership]
  • A. United States Armed Forces leadership
    The United States Armed Forces leadership comprises the senior military and civilian officials who direct, manage, and oversee the nation’s armed services and overall defense strategy.
  • B. United States Army senior leadership
    United States Army senior leadership comprises the highest-ranking military and civilian officials responsible for setting strategic direction, policy, and oversight for the Army’s forces and operations.
  • C. Army commands
    Army commands are major organizational units within a nation's army responsible for directing, coordinating, and overseeing military operations, training, and administration across designated regions or functional areas.
  • D. Military Personnel Command
    Military Personnel Command is the Canadian Armed Forces organization responsible for managing personnel policies, careers, and human resources across the military.
  • E. Army Staff
    The Army Staff is the senior military leadership body of an army, responsible for planning, directing, and coordinating its operations, organization, and readiness.
  • 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 leadership
Triple: [Army Doctrine Publication 6-22, defines, Army leadership]
Generated description
Army leadership is the professional practice of influencing and guiding soldiers and organizations to accomplish missions ethically and effectively in support of the Army’s purpose.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army leadership
Target entity description: Army leadership is the professional practice of influencing and guiding soldiers and organizations to accomplish missions ethically and effectively in support of the Army’s purpose.
  • A. United States Armed Forces leadership
    The United States Armed Forces leadership comprises the senior military and civilian officials who direct, manage, and oversee the nation’s armed services and overall defense strategy.
  • B. United States Army senior leadership chosen
    United States Army senior leadership comprises the highest-ranking military and civilian officials responsible for setting strategic direction, policy, and oversight for the Army’s forces and operations.
  • C. Army commands
    Army commands are major organizational units within a nation's army responsible for directing, coordinating, and overseeing military operations, training, and administration across designated regions or functional areas.
  • D. Military Personnel Command
    Military Personnel Command is the Canadian Armed Forces organization responsible for managing personnel policies, careers, and human resources across the military.
  • E. Army Staff
    The Army Staff is the senior military leadership body of an army, responsible for planning, directing, and coordinating its operations, organization, and readiness.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e39736588190b80ddef77101641a completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e66ffaf481909c31c007cb165147 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e9cc2f90819082679876c6a713b5 completed May 14, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_6a06ee0aa8748190bf2ac6740f47c591 completed May 15, 2026, 9:57 a.m.
Created at: April 10, 2026, 12:05 p.m.