Triple
T16980097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Defence University of Kazakhstan |
E411919
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
NDU Kazakhstan
NDU Kazakhstan is the National Defence University of Kazakhstan, the country’s premier institution for training military officers and developing defense-related academic and strategic expertise.
|
E1243540
|
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: NDU Kazakhstan | Statement: [National Defence University of Kazakhstan, hasAbbreviation, NDU Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NDU Kazakhstan Context triple: [National Defence University of Kazakhstan, hasAbbreviation, NDU Kazakhstan]
-
A.
Kuzcek, Kazakhstan
Kuzcek, Kazakhstan is a fictional Kazakh village portrayed as the impoverished and eccentric hometown of the character Borat Sagdiyev in the "Borat" comedy films.
-
B.
Security Council of Kazakhstan
The Security Council of Kazakhstan is a key national body responsible for coordinating and overseeing the country’s security, defense, and strategic policy decisions.
-
C.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
-
D.
Kairat
Kairat is a professional football club based in Almaty, Kazakhstan, known for competing in the country’s top football division.
-
E.
Kairat Academy
Kairat Academy is the youth development system of FC Kairat, focused on training and nurturing young football talents for the club’s future.
- 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: NDU Kazakhstan Triple: [National Defence University of Kazakhstan, hasAbbreviation, NDU Kazakhstan]
Generated description
NDU Kazakhstan is the National Defence University of Kazakhstan, the country’s premier institution for training military officers and developing defense-related academic and strategic expertise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NDU Kazakhstan Target entity description: NDU Kazakhstan is the National Defence University of Kazakhstan, the country’s premier institution for training military officers and developing defense-related academic and strategic expertise.
-
A.
Kuzcek, Kazakhstan
Kuzcek, Kazakhstan is a fictional Kazakh village portrayed as the impoverished and eccentric hometown of the character Borat Sagdiyev in the "Borat" comedy films.
-
B.
Security Council of Kazakhstan
The Security Council of Kazakhstan is a key national body responsible for coordinating and overseeing the country’s security, defense, and strategic policy decisions.
-
C.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
-
D.
Kairat
Kairat is a professional football club based in Almaty, Kazakhstan, known for competing in the country’s top football division.
-
E.
Kairat Academy
Kairat Academy is the youth development system of FC Kairat, focused on training and nurturing young football talents for the club’s future.
- 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_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_6a00d477f7ec81909f1f0243004c9050 |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d5503be88190ac15a327ff3782ec |
completed | May 10, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d66e450c8190ae0befd3d7875ed8 |
completed | May 10, 2026, 7:03 p.m. |
Created at: April 10, 2026, 5:32 a.m.