Triple
T554418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Auxiliary Air Force |
E11910
|
entity |
| Predicate | serviceTo |
P4690
|
FINISHED |
| Object | NATO operations |
E38014
|
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 operations | Statement: [Royal Auxiliary Air Force, serviceTo, NATO operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO operations Context triple: [Royal Auxiliary Air Force, serviceTo, NATO operations]
-
A.
Overseas Contingency Operations
Overseas Contingency Operations is a U.S. government term adopted to describe and fund military and related activities previously framed under the Global War on Terrorism.
-
B.
NATO military commands
chosen
NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
-
C.
NATO military doctrine
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.
-
D.
European Peace Facility for military operations
The European Peace Facility for military operations is an off-budget EU funding instrument that supports the Union’s external military and defense actions, including training, equipment, and operations in partner countries.
-
E.
Middle East combat operations
Middle East combat operations refers to military engagements and air campaigns conducted in the Middle Eastern region, often involving coalition forces targeting insurgent groups, terrorist organizations, and hostile state actors.
- 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4991c524481908b2bb88c4feabec6 |
completed | March 1, 2026, 7:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f90058819081167bac387f8023 |
completed | March 2, 2026, 1:12 a.m. |
Created at: March 1, 2026, 7:32 p.m.