Triple
T4059048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Kazakhstan |
E84763
|
entity |
| Predicate | hasAcademy |
P1199
|
FINISHED |
| Object |
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.
|
E411919
|
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: National Defence University of Kazakhstan | Statement: [Armed Forces of Kazakhstan, hasAcademy, National Defence University of Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Defence University of Kazakhstan Context triple: [Armed Forces of Kazakhstan, hasAcademy, National Defence University of Kazakhstan]
-
A.
Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
-
B.
Al-Farabi Kazakh National University
Al-Farabi Kazakh National University is one of Kazakhstan’s leading and oldest higher education institutions, renowned for its comprehensive academic programs and research across a wide range of disciplines.
-
C.
Satbayev University
Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
-
D.
Turkish Military Academy
The Turkish Military Academy is Turkey’s principal institution for training and educating future army officers, continuing the country’s long-standing tradition of formal military education.
-
E.
Karaganda Buketov University
Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
- 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: National Defence University of Kazakhstan Triple: [Armed Forces of Kazakhstan, hasAcademy, National Defence University of Kazakhstan]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Defence University of Kazakhstan Target entity description: 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.
-
A.
Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
-
B.
Al-Farabi Kazakh National University
Al-Farabi Kazakh National University is one of Kazakhstan’s leading and oldest higher education institutions, renowned for its comprehensive academic programs and research across a wide range of disciplines.
-
C.
Satbayev University
Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
-
D.
Turkish Military Academy
The Turkish Military Academy is Turkey’s principal institution for training and educating future army officers, continuing the country’s long-standing tradition of formal military education.
-
E.
Karaganda Buketov University
Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
- 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_69b562a6250081908f289f43b066b04d |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b563b3db0481909f3dd2a9e6a88e6e |
completed | March 14, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b567e223cc8190aa1d7e827e6c70fd |
completed | March 14, 2026, 1:51 p.m. |
Created at: March 9, 2026, 3:38 p.m.