Triple
T16979761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Defence of Kazakhstan |
E411912
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object | Kazakh 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 Defence Forces | Statement: [Ministry of Defence of Kazakhstan, oversees, Kazakh Air Defence Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kazakh Air Defence Forces Context triple: [Ministry of Defence of Kazakhstan, oversees, Kazakh 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.
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.
-
D.
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.
-
E.
Military Institute of Land Forces of Kazakhstan
The Military Institute of Land Forces of Kazakhstan is a higher military educational institution responsible for training and commissioning officers for the Kazakh Army’s ground 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_6a011b412dd48190862fde6d1656113d |
completed | May 10, 2026, 11:56 p.m. |
Created at: April 10, 2026, 5:32 a.m.