Triple
T9253556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Psychological Operations Qualification Course |
E222383
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | U.S. Army Special Operations training |
E42155
|
NE FINISHED |
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: U.S. Army Special Operations training | Statement: [Psychological Operations Qualification Course, partOf, U.S. Army Special Operations training]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Special Operations training Context triple: [Psychological Operations Qualification Course, partOf, U.S. Army Special Operations training]
-
A.
U.S. Army Ranger School
U.S. Army Ranger School is an elite, intensive combat leadership course of the U.S. Army that trains soldiers in small-unit tactics, endurance, and survival under extreme conditions.
-
B.
U.S. Army Mission Command Training Program
The U.S. Army Mission Command Training Program is a specialized training organization that prepares Army commanders and staffs through large-scale, simulation-supported exercises to improve mission command and operational readiness.
-
C.
Commando Selection Course
The Commando Selection Course is an elite, highly demanding assessment program used to identify and qualify candidates for service in Australia’s 1st Commando Regiment.
-
D.
U.S. Army John F. Kennedy Special Warfare Center and School
chosen
The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
-
E.
Special Forces Assessment and Selection
Special Forces Assessment and Selection is the rigorous multi-week evaluation course used by the U.S. Army to identify and screen candidates for entry into the Green Berets.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca841e4cd481908e738c74e958eaea |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd06b0789481908e8e44ebf1b3c713 |
completed | April 1, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0780c9efc81909470e7c64e23ffed |
completed | April 4, 2026, 2:31 a.m. |
Created at: March 30, 2026, 7:31 p.m.