Triple
T16979794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kazakh Naval Forces |
E411913
|
entity |
| Predicate | serviceBranchOf |
P254
|
FINISHED |
| Object | Armed Forces of the Republic of Kazakhstan |
E84763
|
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: Armed Forces of the Republic of Kazakhstan | Statement: [Kazakh Naval Forces, serviceBranchOf, Armed Forces of the Republic of Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Armed Forces of the Republic of Kazakhstan Context triple: [Kazakh Naval Forces, serviceBranchOf, Armed Forces of the Republic of Kazakhstan]
-
A.
Armed Forces of Kazakhstan
chosen
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.
-
B.
Armed Forces of Kyrgyzstan
The Armed Forces of Kyrgyzstan are the national military of Kyrgyzstan, responsible for the country’s defense and regional security operations, including participation in multinational peacekeeping efforts.
-
C.
Kazakh Air Defense Forces
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.
-
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.
Territorial Troops of Kazakhstan
The Territorial Troops of Kazakhstan are a reserve and homeland defense component of the country's military, responsible for protecting key facilities and supporting national defense within Kazakhstan’s territory.
- 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_6a01232f69308190b4799ffcaaa98eeb |
completed | May 11, 2026, 12:30 a.m. |
Created at: April 10, 2026, 5:32 a.m.