Triple
T6532240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prudens Futuri |
E152257
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
U.S. Army professional military education
U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
|
E605601
|
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 professional military education | Statement: [Prudens Futuri, associatedWith, U.S. Army professional military education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army professional military education Context triple: [Prudens Futuri, associatedWith, U.S. Army professional military education]
-
A.
USASMA
USASMA is the United States Army’s premier institution for educating and developing senior noncommissioned officers, particularly sergeants major.
-
B.
Center for the Army Profession and Leadership
The Center for the Army Profession and Leadership is a U.S. Army organization dedicated to developing professional military ethics, leadership doctrine, and leader development programs across the force.
-
C.
School of Advanced Warfighting
The School of Advanced Warfighting is an advanced professional military education program that develops Marine officers’ operational-level planning and warfighting skills within the Marine Corps University system.
-
D.
Army Command and Staff College
The Army Command and Staff College is a senior Indonesian military educational institution that prepares mid- to high-ranking army officers for advanced command and staff responsibilities.
-
E.
Canadian Army Command and Staff College
The Canadian Army Command and Staff College is a professional military education institution that trains and develops Canadian Army officers in leadership, command, and staff responsibilities.
- 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 professional military education Triple: [Prudens Futuri, associatedWith, U.S. Army professional military education]
Generated description
U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army professional military education Target entity description: U.S. Army professional military education is the structured system of schools, courses, and developmental programs that prepares Army leaders at all ranks for increasing levels of responsibility in warfighting, leadership, and joint operations.
-
A.
USASMA
USASMA is the United States Army’s premier institution for educating and developing senior noncommissioned officers, particularly sergeants major.
-
B.
Center for the Army Profession and Leadership
The Center for the Army Profession and Leadership is a U.S. Army organization dedicated to developing professional military ethics, leadership doctrine, and leader development programs across the force.
-
C.
School of Advanced Warfighting
The School of Advanced Warfighting is an advanced professional military education program that develops Marine officers’ operational-level planning and warfighting skills within the Marine Corps University system.
-
D.
Army Command and Staff College
The Army Command and Staff College is a senior Indonesian military educational institution that prepares mid- to high-ranking army officers for advanced command and staff responsibilities.
-
E.
Canadian Army Command and Staff College
The Canadian Army Command and Staff College is a professional military education institution that trains and develops Canadian Army officers in leadership, command, and staff responsibilities.
- 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_69c688048ec8819093a47f7d332e12ec |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6adbe168881908ffefc4962e2893d |
completed | March 27, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d52facf48190adbbd139a7044814 |
completed | March 27, 2026, 7:06 p.m. |
| NEDg | Description generation | batch_69c6d6745b40819083fbcb2a4063e34d |
completed | March 27, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d833d84c819083ffc81bda7d35d4 |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:46 p.m.