Triple
T9170793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO Defence Planning Process |
E220073
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | NATO Defence Investment |
E766947
|
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 Defence Investment | Statement: [NATO Defence Planning Process, relatedTo, NATO Defence Investment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO Defence Investment Context triple: [NATO Defence Planning Process, relatedTo, NATO Defence Investment]
-
A.
NATO Smart Defence initiative
chosen
The NATO Smart Defence initiative is a cooperative framework through which NATO members pool resources, specialize, and coordinate investments to develop and maintain key military capabilities more efficiently.
-
B.
NATO capability development
NATO capability development is the process by which the Alliance identifies, plans, and delivers the military capabilities needed to meet current and future operational requirements across its member states.
-
C.
NATO defense industries
NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
-
D.
NATO Readiness Initiative
The NATO Readiness Initiative is an allied defense effort to ensure that a large pool of high-readiness land, air, maritime, and special operations forces can be rapidly deployed to respond to emerging security threats.
-
E.
NATO–EU cooperation in defence
NATO–EU cooperation in defence refers to the structured collaboration between the North Atlantic Treaty Organization and the European Union to coordinate military capabilities, security policies, and joint operations for collective defence and crisis management.
- 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_69ca83e467108190abcae6a33b3d4dad |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccaae23f048190847f12317be925b1 |
completed | April 1, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0549746b0819099c2a591900f9c8c |
completed | April 4, 2026, midnight |
Created at: March 30, 2026, 7:22 p.m.