Triple

T21910734
Position Surface form Disambiguated ID Type / Status
Subject Army NCO Professional Development Ribbon E541050 entity
Predicate relatedTo P37 FINISHED
Object Noncommissioned Officer Education System — NE NERFINISHED

How this triple was built (2 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: Noncommissioned Officer Education System | Statement: [Army NCO Professional Development Ribbon, relatedTo, Noncommissioned Officer Education System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Noncommissioned Officer Education System
Context triple: [Army NCO Professional Development Ribbon, relatedTo, Noncommissioned Officer Education System]
  • A. Noncommissioned Officer Education System chosen
    The Noncommissioned Officer Education System is the U.S. Army’s structured professional development program that prepares enlisted leaders at progressive career stages through formal schooling and leadership training.
  • B. Noncommissioned Officer Academy
    The Noncommissioned Officer Academy is a professional military education institution that develops and prepares enlisted leaders for increased supervisory and leadership responsibilities.
  • C. Army NCO School
    The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
  • D. Officer Candidate School (United States Army)
    Officer Candidate School (United States Army) is an intensive training and evaluation program that prepares selected enlisted personnel and civilians to become commissioned officers in the U.S. Army.
  • E. U.S. Air Force Enlisted Professional Military Education system
    The U.S. Air Force Enlisted Professional Military Education system is a structured series of leadership and professional development courses designed to prepare enlisted airmen for increased responsibilities and career progression.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c47c4b9c8190a5586a75f5f36453 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f121d9796881909fc1454a7b61b8fe completed April 28, 2026, 9:08 p.m.
Created at: April 16, 2026, 7:40 p.m.