Triple
T16980075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Defence University of Kazakhstan |
E411919
|
entity |
| Predicate | servesBranch |
P1204
|
FINISHED |
| Object | Kazakh Air and Air Defence Forces |
E412492
|
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: Kazakh Air and Air Defence Forces | Statement: [National Defence University of Kazakhstan, servesBranch, Kazakh Air and Air Defence Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kazakh Air and Air Defence Forces Context triple: [National Defence University of Kazakhstan, servesBranch, Kazakh Air and Air Defence Forces]
-
A.
Kazakh Air Defense Forces
chosen
The Kazakh Air Defense Forces are the branch of Kazakhstan’s military responsible for protecting the country’s airspace through the operation of air defense systems and aviation units.
-
B.
Military Institute of Air Defence Forces of Kazakhstan
The Military Institute of Air Defence Forces of Kazakhstan is a higher military educational institution that trains officers and specialists for the country’s air defense branch.
-
C.
Ministry of Defence of Kazakhstan
The Ministry of Defence of Kazakhstan is the central government body responsible for formulating and implementing the country’s defense policy, military strategy, and overall command of its armed forces.
-
D.
Armed Forces of Kazakhstan
The Armed Forces of Kazakhstan are the national military organization responsible for defending Kazakhstan’s sovereignty and territorial integrity, formed after the country gained independence from the Soviet Union.
-
E.
Uzbekistan Air and Air Defence Forces
The Uzbekistan Air and Air Defence Forces is the aerial warfare and air defense branch of Uzbekistan’s military, responsible for protecting the country’s airspace and providing air support to its armed forces.
- 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_69d886ca8f348190812768ea8d5055ce |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d1866bf48190a0ea15c377bf782c |
completed | April 18, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a017932fd5481909bf3c63409fd6da6 |
completed | May 11, 2026, 6:37 a.m. |
Created at: April 10, 2026, 5:32 a.m.