Triple
T10231019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Mukhtar Tleuberdi
Mukhtar Tleuberdi is a Kazakh politician and diplomat who has served in senior government roles, including as a deputy prime minister.
|
E851391
|
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: Mukhtar Tleuberdi | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Mukhtar Tleuberdi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mukhtar Tleuberdi Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Mukhtar Tleuberdi]
-
A.
Abdul Rashid Dostum
Abdul Rashid Dostum is an Afghan warlord and former vice president known for leading powerful Uzbek militias and playing a pivotal, often controversial role in Afghanistan’s conflicts since the Soviet–Afghan War.
-
B.
Abdulla Aripov
Abdulla Aripov is an Uzbek politician who has served as the Prime Minister of Uzbekistan, overseeing the country's government and administrative reforms.
-
C.
Faizullah Khojaev
Faizullah Khojaev was an Uzbek Soviet politician and former leader of the Bukharan People's Soviet Republic who became a prominent victim of Stalin's Great Purge.
-
D.
Shavkat Rakhmonov
Shavkat Rakhmonov is an undefeated Kazakh mixed martial artist known for his dominant finishing ability and rapid rise as a top contender in the UFC welterweight division.
-
E.
Fuad Masum
Fuad Masum is an Iraqi Kurdish politician and statesman who served as President of Iraq and was a key figure in the Kurdish nationalist movement.
- 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: Mukhtar Tleuberdi Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Mukhtar Tleuberdi]
Generated description
Mukhtar Tleuberdi is a Kazakh politician and diplomat who has served in senior government roles, including as a deputy prime minister.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mukhtar Tleuberdi Target entity description: Mukhtar Tleuberdi is a Kazakh politician and diplomat who has served in senior government roles, including as a deputy prime minister.
-
A.
Abdul Rashid Dostum
Abdul Rashid Dostum is an Afghan warlord and former vice president known for leading powerful Uzbek militias and playing a pivotal, often controversial role in Afghanistan’s conflicts since the Soviet–Afghan War.
-
B.
Abdulla Aripov
Abdulla Aripov is an Uzbek politician who has served as the Prime Minister of Uzbekistan, overseeing the country's government and administrative reforms.
-
C.
Faizullah Khojaev
Faizullah Khojaev was an Uzbek Soviet politician and former leader of the Bukharan People's Soviet Republic who became a prominent victim of Stalin's Great Purge.
-
D.
Shavkat Rakhmonov
Shavkat Rakhmonov is an undefeated Kazakh mixed martial artist known for his dominant finishing ability and rapid rise as a top contender in the UFC welterweight division.
-
E.
Fuad Masum
Fuad Masum is an Iraqi Kurdish politician and statesman who served as President of Iraq and was a key figure in the Kurdish nationalist movement.
- 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_69d6f740ce188190aa1b3a5cf656a959 |
completed | April 9, 2026, 12:48 a.m. |
| NEDg | Description generation | batch_69d6fa2ea97081908395048218c0592b |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fcb5dc4c8190944a423a9d16a4b8 |
completed | April 9, 2026, 1:11 a.m. |
Created at: April 6, 2026, 11:19 a.m.