Triple
T1951019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army John F. Kennedy Special Warfare Center and School |
E42155
|
entity |
| Predicate | offersCourse |
P178
|
FINISHED |
| Object |
Psychological Operations Qualification Course
The Psychological Operations Qualification Course is a specialized U.S. Army training program that prepares soldiers to plan and conduct influence, information, and psychological warfare operations in support of military objectives.
|
E222383
|
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: Psychological Operations Qualification Course | Statement: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Psychological Operations Qualification Course]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Psychological Operations Qualification Course Context triple: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Psychological Operations Qualification Course]
-
A.
Civil Affairs Qualification Course
The Civil Affairs Qualification Course is a specialized U.S. Army program that trains soldiers to conduct civil-military operations, engage local populations, and support governance and stability efforts in complex environments.
-
B.
U.S. Army Cyber School
The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
-
C.
Test Combat Systems Officer Course
The Test Combat Systems Officer Course is a specialized United States Air Force training program that prepares combat systems officers to plan, execute, and evaluate flight test missions for advanced aircraft systems.
-
D.
Joint Special Operations University
Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
-
E.
Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
- 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: Psychological Operations Qualification Course Triple: [U.S. Army John F. Kennedy Special Warfare Center and School, offersCourse, Psychological Operations Qualification Course]
Generated description
The Psychological Operations Qualification Course is a specialized U.S. Army training program that prepares soldiers to plan and conduct influence, information, and psychological warfare operations in support of military objectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Psychological Operations Qualification Course Target entity description: The Psychological Operations Qualification Course is a specialized U.S. Army training program that prepares soldiers to plan and conduct influence, information, and psychological warfare operations in support of military objectives.
-
A.
Civil Affairs Qualification Course
The Civil Affairs Qualification Course is a specialized U.S. Army program that trains soldiers to conduct civil-military operations, engage local populations, and support governance and stability efforts in complex environments.
-
B.
U.S. Army Cyber School
The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
-
C.
Test Combat Systems Officer Course
The Test Combat Systems Officer Course is a specialized United States Air Force training program that prepares combat systems officers to plan, execute, and evaluate flight test missions for advanced aircraft systems.
-
D.
Joint Special Operations University
Joint Special Operations University is a U.S. military institution that provides professional education and training focused on special operations and irregular warfare for members of the armed forces and partner organizations.
-
E.
Drill Instructor School
Drill Instructor School is a specialized United States Marine Corps training program that prepares selected Marines to become professional drill instructors responsible for transforming recruits into Marines.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb34d94fc8190a5bf1e582c77c725 |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae031a46d481908a6e0d78bfa9c66f |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae03c4faac8190a13aa0882eda3629 |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae044314188190a7472cf5f8e89f6c |
completed | March 8, 2026, 11:20 p.m. |
Created at: March 4, 2026, 7:36 p.m.