Triple
T10231002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Imangali Tasmagambetov
Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
|
E861284
|
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: Imangali Tasmagambetov | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Imangali Tasmagambetov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imangali Tasmagambetov Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Imangali Tasmagambetov]
-
A.
Serik Zhumangarin
Serik Zhumangarin is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
B.
Nurlan Baibazarov
Nurlan Baibazarov is a Kazakhstani politician who serves in the country’s top executive leadership as a deputy prime minister.
-
C.
Olzhas Bektenov
Olzhas Bektenov is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
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.
Qahhor Mahkamov
Qahhor Mahkamov was a Soviet-era Tajik politician who became the first president of Tajikistan during the final years of the USSR.
- 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: Imangali Tasmagambetov Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Imangali Tasmagambetov]
Generated description
Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imangali Tasmagambetov Target entity description: Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
-
A.
Serik Zhumangarin
Serik Zhumangarin is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
B.
Nurlan Baibazarov
Nurlan Baibazarov is a Kazakhstani politician who serves in the country’s top executive leadership as a deputy prime minister.
-
C.
Olzhas Bektenov
Olzhas Bektenov is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
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.
Qahhor Mahkamov
Qahhor Mahkamov was a Soviet-era Tajik politician who became the first president of Tajikistan during the final years of the USSR.
- 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_69d7fb26d17c8190848b6b0d4df06fa2 |
completed | April 9, 2026, 7:16 p.m. |
| NEDg | Description generation | batch_69d822d303888190aa556287b3b1cc03 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859b05a3881908c97cb173d160e44 |
completed | April 10, 2026, 2 a.m. |
Created at: April 6, 2026, 11:19 a.m.