Triple
T4059051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Kazakhstan |
E84763
|
entity |
| Predicate | hasTrainingInstitution |
P345
|
FINISHED |
| Object |
Naval Institute of Kazakhstan
The Naval Institute of Kazakhstan is a military higher education institution that trains and educates officers and specialists for the Kazakh naval forces.
|
E412493
|
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: Naval Institute of Kazakhstan | Statement: [Armed Forces of Kazakhstan, hasTrainingInstitution, Naval Institute of Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naval Institute of Kazakhstan Context triple: [Armed Forces of Kazakhstan, hasTrainingInstitution, Naval Institute of Kazakhstan]
-
A.
National Defence University of Kazakhstan
The National Defence University of Kazakhstan is the country’s premier military higher education institution, responsible for training and educating officers and defense specialists for the Kazakh armed forces.
-
B.
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.
-
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.
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.
-
E.
Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
- 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: Naval Institute of Kazakhstan Triple: [Armed Forces of Kazakhstan, hasTrainingInstitution, Naval Institute of Kazakhstan]
Generated description
The Naval Institute of Kazakhstan is a military higher education institution that trains and educates officers and specialists for the Kazakh naval forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naval Institute of Kazakhstan Target entity description: The Naval Institute of Kazakhstan is a military higher education institution that trains and educates officers and specialists for the Kazakh naval forces.
-
A.
National Defence University of Kazakhstan
The National Defence University of Kazakhstan is the country’s premier military higher education institution, responsible for training and educating officers and defense specialists for the Kazakh armed forces.
-
B.
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.
-
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.
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.
-
E.
Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
- 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.