Triple
T6356642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army noncommissioned officers |
E143007
|
entity |
| Predicate | trainingInstitution |
P2858
|
FINISHED |
| Object |
U.S. Army Noncommissioned Officer Professional Development System
The U.S. Army Noncommissioned Officer Professional Development System is a structured, career-long education and training program designed to develop the leadership, technical, and tactical skills of Army noncommissioned officers.
|
E154837
|
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 Officer Professional Development System | Statement: [U.S. Army noncommissioned officers, trainingInstitution, U.S. Army Noncommissioned Officer Professional Development System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Professional Development System Context triple: [U.S. Army noncommissioned officers, trainingInstitution, U.S. Army Noncommissioned Officer Professional Development System]
-
A.
U.S. Army Noncommissioned Officer Academy elements
U.S. Army Noncommissioned Officer Academy elements are specialized training units that develop and educate enlisted leaders in leadership, tactics, and professional military skills within the U.S. Army.
-
B.
Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
-
C.
Meritorious Commissioning Program
The Meritorious Commissioning Program was a United States Marine Corps initiative that allowed outstanding enlisted Marines to earn a commission as officers based on exceptional performance and leadership potential rather than traditional commissioning routes.
-
D.
Battle Staff Noncommissioned Officer Course
The Battle Staff Noncommissioned Officer Course is a U.S. Army professional development program that trains NCOs to serve effectively on battalion and higher-level staff in planning, coordinating, and executing military operations.
-
E.
Platoon Leaders Class
Platoon Leaders Class is a United States Marine Corps officer commissioning program that trains college students through summer training at Officer Candidates School.
- 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 Officer Professional Development System Triple: [U.S. Army noncommissioned officers, trainingInstitution, U.S. Army Noncommissioned Officer Professional Development System]
Generated description
The U.S. Army Noncommissioned Officer Professional Development System is a structured, career-long education and training program designed to develop the leadership, technical, and tactical skills of Army noncommissioned officers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Noncommissioned Officer Professional Development System Target entity description: The U.S. Army Noncommissioned Officer Professional Development System is a structured, career-long education and training program designed to develop the leadership, technical, and tactical skills of Army noncommissioned officers.
-
A.
U.S. Army Noncommissioned Officer Academy elements
chosen
U.S. Army Noncommissioned Officer Academy elements are specialized training units that develop and educate enlisted leaders in leadership, tactics, and professional military skills within the U.S. Army.
-
B.
Army NCO School
The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
-
C.
Meritorious Commissioning Program
The Meritorious Commissioning Program was a United States Marine Corps initiative that allowed outstanding enlisted Marines to earn a commission as officers based on exceptional performance and leadership potential rather than traditional commissioning routes.
-
D.
Battle Staff Noncommissioned Officer Course
The Battle Staff Noncommissioned Officer Course is a U.S. Army professional development program that trains NCOs to serve effectively on battalion and higher-level staff in planning, coordinating, and executing military operations.
-
E.
Platoon Leaders Class
Platoon Leaders Class is a United States Marine Corps officer commissioning program that trains college students through summer training at Officer Candidates School.
- 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_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.