Triple
T10117687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Belgian Special Operations Forces |
E223203
|
entity |
| Predicate | standardization |
P7508
|
FINISHED |
| Object | NATO special operations doctrine |
E36901
|
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: NATO special operations doctrine | Statement: [Belgian Special Operations Forces, standardization, NATO special operations doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO special operations doctrine Context triple: [Belgian Special Operations Forces, standardization, NATO special operations doctrine]
-
A.
NATO operational planners
NATO operational planners are military professionals responsible for designing, coordinating, and integrating multinational operations and activities across the Alliance.
-
B.
NATO military doctrine
chosen
NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
-
C.
Strategic Commands of NATO
The Strategic Commands of NATO are the alliance’s highest-level military headquarters responsible for directing overall strategic planning, operations, and force development across the transatlantic area.
-
D.
U.S. Army Special Operations Forces training pipeline
The U.S. Army Special Operations Forces training pipeline is the rigorous, multi-phase sequence of selection, assessment, and specialized instruction that prepares soldiers for elite roles in units such as Special Forces, Rangers, Civil Affairs, and Psychological Operations.
-
E.
Naval Special Warfare training continuum
The Naval Special Warfare training continuum is the comprehensive, multi-phase pipeline that develops and prepares Navy SEALs and other special warfare personnel from initial selection through advanced operational readiness.
- 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_69ca8422047c81909d66b717b8b18cf3 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd26317948190901197adbac01ed3 |
completed | April 2, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cc350310819096cca4cc251e3428 |
completed | April 5, 2026, 8:55 p.m. |
Created at: March 30, 2026, 9:04 p.m.