Triple
T19095317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO Industrial Advisory Group |
E467388
|
entity |
| Predicate | hasStakeholder |
P1553
|
FINISHED |
| Object | NATO defence industry |
—
|
NE NERFINISHED |
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 industry | Statement: [NATO Industrial Advisory Group, hasStakeholder, NATO defence industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATO defence industry Context triple: [NATO Industrial Advisory Group, hasStakeholder, NATO defence industry]
-
A.
NATO defense industries
chosen
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.
-
B.
United States defense companies
United States defense companies are major global arms manufacturers and technology firms that develop and supply advanced military equipment, systems, and services to the U.S. government and allied nations.
-
C.
European defence industrial base
The European defence industrial base is the network of companies, facilities, and technologies across Europe that develop and produce military equipment, systems, and services to support the continent’s security and defence needs.
-
D.
United Kingdom defence industrial base
The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
-
E.
NATO Defence Production Action Plan
The NATO Defence Production Action Plan is an initiative aimed at strengthening and coordinating Allied defence industrial capacity to ensure sufficient, interoperable, and timely military equipment for NATO members.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e368f20c8190bd84d2ba320991ac |
completed | April 20, 2026, 8:27 a.m. |
Created at: April 10, 2026, 12:04 p.m.