Triple

T6356635
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army noncommissioned officers E143007 entity
Predicate distinctFrom P1612 FINISHED
Object U.S. Army warrant officers
U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
E589243 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 warrant officers | Statement: [U.S. Army noncommissioned officers, distinctFrom, U.S. Army warrant officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army warrant officers
Context triple: [U.S. Army noncommissioned officers, distinctFrom, U.S. Army warrant officers]
  • A. 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.
  • B. 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.
  • C. U.S. Air Force officers
    U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
  • D. Marine Corps officers
    Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
  • E. United States Army personnel
    United States Army personnel are individuals who serve in the land warfare branch of the United States Armed Forces, encompassing soldiers of various ranks, specialties, and roles in both wartime and peacetime operations.
  • 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 warrant officers
Triple: [U.S. Army noncommissioned officers, distinctFrom, U.S. Army warrant officers]
Generated description
U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army warrant officers
Target entity description: U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
  • A. 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.
  • B. 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.
  • C. U.S. Air Force officers
    U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
  • D. Marine Corps officers
    Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
  • E. United States Army personnel
    United States Army personnel are individuals who serve in the land warfare branch of the United States Armed Forces, encompassing soldiers of various ranks, specialties, and roles in both wartime and peacetime operations.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067f37d0881909289bafb09e29298 completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d5966a88190a7184157b235b170 completed March 27, 2026, 7:10 a.m.
NEDg Description generation batch_69c62f5da47081908c995e28ba2ee3f8 completed March 27, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69c62fd9dd4c819091e0d87259f9d60f completed March 27, 2026, 7:20 a.m.
Created at: March 22, 2026, 4:32 p.m.