Triple

T1239705
Position Surface form Disambiguated ID Type / Status
Subject Army professional military education system E26630 entity
Predicate appliesTo P1129 FINISHED
Object U.S. Army noncommissioned officers
U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
 E143007 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 noncommissioned officers | Statement: [Army professional military education system, appliesTo, U.S. Army noncommissioned officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Army noncommissioned officers
Context triple: [Army professional military education system, appliesTo, U.S. Army noncommissioned officers]
  • A. U.S. Army officers
    U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
  • B. 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.
  • C. Sergeant Major Instructor
    A Sergeant Major Instructor is a senior adult volunteer rank in the UK Army Cadet Force responsible for high-level training, discipline, and leadership support to cadets and other adult staff.
  • D. 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.
  • E. Senior Officer of the United States Army
    The Senior Officer of the United States Army is the highest-ranking Army leader responsible for overseeing the service’s operations, readiness, and strategic direction under civilian authority.
  • 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 noncommissioned officers
Triple: [Army professional military education system, appliesTo, U.S. Army noncommissioned officers]
Generated description
U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Army noncommissioned officers
Target entity description: U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
  • A. U.S. Army officers
    U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
  • B. 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.
  • C. Sergeant Major Instructor
    A Sergeant Major Instructor is a senior adult volunteer rank in the UK Army Cadet Force responsible for high-level training, discipline, and leadership support to cadets and other adult staff.
  • D. 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.
  • E. Senior Officer of the United States Army
    The Senior Officer of the United States Army is the highest-ranking Army leader responsible for overseeing the service’s operations, readiness, and strategic direction under civilian authority.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf41c5d08190b07adbdb24d35a76 completed March 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac93c186fc8190a353c8f0a90ce273 completed March 7, 2026, 9:08 p.m.
NEDg Description generation batch_69ac94abbd748190851f3d53ec909494 completed March 7, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69ac9506ec5481909014834364f4e7f7 completed March 7, 2026, 9:13 p.m.
Created at: March 1, 2026, 7:47 p.m.