Triple
T10231023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Bakhyt Sultanov
Bakhyt Sultanov is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister and previously as Mayor of Astana and Minister of Finance.
|
E881296
|
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: Bakhyt Sultanov | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Bakhyt Sultanov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bakhyt Sultanov Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Bakhyt Sultanov]
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
Bakhytzhan Sagintayev
Bakhytzhan Sagintayev is a Kazakh politician who has held several high-ranking government positions, including serving as 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: Bakhyt Sultanov Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Bakhyt Sultanov]
Generated description
Bakhyt Sultanov is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister and previously as Mayor of Astana and Minister of Finance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bakhyt Sultanov Target entity description: Bakhyt Sultanov is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister and previously as Mayor of Astana and Minister of Finance.
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
Bakhytzhan Sagintayev
Bakhytzhan Sagintayev is a Kazakh politician who has held several high-ranking government positions, including serving as 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_69dbac97ce2481908ea11d6290a9bf2f |
completed | April 12, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69dbaeb211088190a9118c71918584e5 |
completed | April 12, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69dbaf7c999c819097a8cdf5bd82f648 |
completed | April 12, 2026, 2:43 p.m. |
Created at: April 6, 2026, 11:19 a.m.