Triple
T4059023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Kazakhstan |
E84763
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
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.
|
E412492
|
NE FINISHED |
How this triple was built (4 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 Defense Forces | Statement: [Armed Forces of Kazakhstan, hasBranch, Kazakh Air Defense Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kazakh Air Defense Forces Context triple: [Armed Forces of Kazakhstan, hasBranch, Kazakh Air Defense Forces]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Kazakh Naval Forces
The Kazakh Naval Forces are the maritime defense branch of Kazakhstan responsible for protecting the country's interests and security on the Caspian Sea.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kazakh Air Defense Forces Triple: [Armed Forces of Kazakhstan, hasBranch, Kazakh Air Defense Forces]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kazakh Air Defense Forces Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Kazakh Naval Forces
The Kazakh Naval Forces are the maritime defense branch of Kazakhstan responsible for protecting the country's interests and security on the Caspian Sea.
- F. None of above. chosen
Provenance (5 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_69aed933bec881909edfa28ebb69c634 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd13b4481908f9c09cc4f4a9724 |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b52e31c819099f9d354c197cf00 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56c3a4b708190a55027fd3b2b76e0 |
completed | March 14, 2026, 2:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56cc2ae948190a5e13992626dd547 |
completed | March 14, 2026, 2:12 p.m. |
Created at: March 9, 2026, 3:38 p.m.