Triple
T2001333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Defence Investment Division |
E43476
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object | NATO armaments cooperation frameworks |
E105496
|
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 armaments cooperation frameworks | Statement: [Defence Investment Division, supports, NATO armaments cooperation frameworks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO armaments cooperation frameworks Context triple: [Defence Investment Division, supports, NATO armaments cooperation frameworks]
-
A.
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.
-
B.
NATO Defence Planning Process
The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
-
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.
NATO Joint Ballistics Memorandum of Understanding
The NATO Joint Ballistics Memorandum of Understanding is a standardized alliance agreement that harmonizes artillery and ammunition ballistic parameters among NATO member states to ensure interoperability and consistent performance.
-
E.
NATO agencies and bodies
chosen
NATO agencies and bodies are the specialized organizations and support structures that implement NATO’s policies, manage its resources, and provide operational, technical, and administrative capabilities across the Alliance.
- 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_69a88715dbbc8190b2299e29e955d997 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb880c710819098fb877052ce56dc |
completed | March 7, 2026, 5:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0342ef8c8190b7771076282981c3 |
completed | March 8, 2026, 11:16 p.m. |
Created at: March 4, 2026, 7:37 p.m.