Triple
T10231017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Kanat Bozumbayev
Kanat Bozumbayev is a Kazakh politician and government official who has held senior leadership roles in Kazakhstan’s energy sector and national administration.
|
E876774
|
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: Kanat Bozumbayev | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Kanat Bozumbayev]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kanat Bozumbayev Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Kanat Bozumbayev]
-
A.
Imangali Tasmagambetov
Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
-
B.
Yerbol Orynbayev
Yerbol Orynbayev is a Kazakh politician and economist who has served in high-level government roles, including as a deputy prime minister of Kazakhstan.
-
C.
Berdibek Saparbayev
Berdibek Saparbayev is a Kazakh politician who has held several high-ranking government positions, including serving as a Deputy Prime Minister of Kazakhstan.
-
D.
Sauat Mynbayev
Sauat Mynbayev is a Kazakh politician who has held senior government positions, including serving as a deputy prime minister and heading key economic and energy portfolios.
-
E.
Nurtai Abykayev
Nurtai Abykayev is a Kazakh politician and diplomat who has held several top government and security posts, including leadership roles in Kazakhstan’s intelligence services and parliament.
- 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: Kanat Bozumbayev Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Kanat Bozumbayev]
Generated description
Kanat Bozumbayev is a Kazakh politician and government official who has held senior leadership roles in Kazakhstan’s energy sector and national administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kanat Bozumbayev Target entity description: Kanat Bozumbayev is a Kazakh politician and government official who has held senior leadership roles in Kazakhstan’s energy sector and national administration.
-
A.
Imangali Tasmagambetov
Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
-
B.
Yerbol Orynbayev
Yerbol Orynbayev is a Kazakh politician and economist who has served in high-level government roles, including as a deputy prime minister of Kazakhstan.
-
C.
Berdibek Saparbayev
Berdibek Saparbayev is a Kazakh politician who has held several high-ranking government positions, including serving as a Deputy Prime Minister of Kazakhstan.
-
D.
Sauat Mynbayev
Sauat Mynbayev is a Kazakh politician who has held senior government positions, including serving as a deputy prime minister and heading key economic and energy portfolios.
-
E.
Nurtai Abykayev
Nurtai Abykayev is a Kazakh politician and diplomat who has held several top government and security posts, including leadership roles in Kazakhstan’s intelligence services and parliament.
- 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_69d381b0f97c819085c9b45799a5fb7c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d20a25dc8190bd448f7ba7a13cbd |
completed | April 7, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d979d64a5481909be6d6bd1d8b6433 |
completed | April 10, 2026, 10:29 p.m. |
| NEDg | Description generation | batch_69d97cc07100819088683a0d79b2baa0 |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e015b088190a97822675eecaa5a |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 6, 2026, 11:19 a.m.