Triple
T9129340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Green Berets |
E219042
|
entity |
| Predicate | trainingPipeline |
P86228
|
FINISHED |
| Object | Special Forces Qualification Course |
E42155
|
NE FINISHED |
How this triple was built (3 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: Special Forces Qualification Course | Statement: [Green Berets, trainingPipeline, Special Forces Qualification Course]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Forces Qualification Course Context triple: [Green Berets, trainingPipeline, Special Forces Qualification Course]
-
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.
Jumpmaster Course
Jumpmaster Course is an advanced U.S. Army airborne qualification program that trains experienced paratroopers to plan, inspect, and safely execute airborne operations.
-
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.
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: trainingPipeline Context triple: [Green Berets, trainingPipeline, Special Forces Qualification Course]
-
A.
trainingModel
Indicates that an entity is engaged in the process of teaching, adjusting, or optimizing a model using data or experience.
-
B.
trainerModel
Indicates that one entity serves as the trainer or training source for a model entity.
-
C.
trainingPath
chosen
Indicates the sequence or structure of learning or training steps that guide an entity’s progression from a starting level to a targeted skill or competency.
-
D.
trainingVersion
Indicates that one entity is a specific training iteration, release, or configuration derived from or associated with another entity.
-
E.
trainingCompute
Indicates the amount or configuration of computational resources used to train a model or system.
- F. None of above.
Provenance (4 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_69ca83debfc0819095800583e97ab10f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8cc85b081908ee80db0e3b7df15 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030a934988190976aa359f9f902c3 |
completed | April 3, 2026, 9:27 p.m. |
| PD | Predicate disambiguation | batch_69cc6601d77881908299d58db6e64937 |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:18 p.m.