Triple
T10231022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Kairat Kelimbetov
Kairat Kelimbetov is a Kazakh politician and economist who has held several top government and financial posts, including leadership roles in economic policy and national financial institutions.
|
E880588
|
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: Kairat Kelimbetov | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Kairat Kelimbetov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kairat Kelimbetov Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Kairat Kelimbetov]
-
A.
Erlan Karin
Erlan Karin is a Kazakh politician who has served in senior government roles, including as a Deputy Prime Minister of Kazakhstan.
-
B.
Kairat Abdrakhmanov
Kairat Abdrakhmanov is a Kazakh diplomat and former foreign minister who serves in a leading international role focused on protecting the rights and security of national minorities.
-
C.
Zhenis Kassymbek
Zhenis Kassymbek is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister of Kazakhstan.
-
D.
Rustam Ibragimbekov
Rustam Ibragimbekov was a prominent Azerbaijani screenwriter, playwright, and film director best known for his influential work in Soviet and post-Soviet cinema.
-
E.
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.
- 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: Kairat Kelimbetov Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Kairat Kelimbetov]
Generated description
Kairat Kelimbetov is a Kazakh politician and economist who has held several top government and financial posts, including leadership roles in economic policy and national financial institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kairat Kelimbetov Target entity description: Kairat Kelimbetov is a Kazakh politician and economist who has held several top government and financial posts, including leadership roles in economic policy and national financial institutions.
-
A.
Erlan Karin
Erlan Karin is a Kazakh politician who has served in senior government roles, including as a Deputy Prime Minister of Kazakhstan.
-
B.
Kairat Abdrakhmanov
Kairat Abdrakhmanov is a Kazakh diplomat and former foreign minister who serves in a leading international role focused on protecting the rights and security of national minorities.
-
C.
Zhenis Kassymbek
Zhenis Kassymbek is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister of Kazakhstan.
-
D.
Rustam Ibragimbekov
Rustam Ibragimbekov was a prominent Azerbaijani screenwriter, playwright, and film director best known for his influential work in Soviet and post-Soviet cinema.
-
E.
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.
- 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_69d998671c1c8190be2012a3faf6ba35 |
completed | April 11, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69d99cf6c7ac8190a0ffc7bad38de3a2 |
completed | April 11, 2026, 12:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69dadcb861a08190bb9f64a91117f35d |
completed | April 11, 2026, 11:43 p.m. |
Created at: April 6, 2026, 11:19 a.m.