Triple
T10231008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Umirzak Shukeyev
Umirzak Shukeyev is a Kazakh politician and senior government official who has held several high-ranking posts, including leadership roles in the national government and state-owned enterprises.
|
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: Umirzak Shukeyev | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Umirzak Shukeyev]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umirzak Shukeyev Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Umirzak Shukeyev]
-
A.
Akmal Ikramov
Akmal Ikramov was a Soviet Uzbek political leader who became a prominent victim of Stalin’s Great Purge, executed after being falsely accused in the Moscow show trials.
-
B.
Qahhor Mahkamov
Qahhor Mahkamov was a Soviet-era Tajik politician who became the first president of Tajikistan during the final years of the USSR.
-
C.
Ravshan Irmatov
Ravshan Irmatov is a renowned Uzbek football referee widely recognized for officiating multiple FIFA World Cups and holding records for the most matches refereed in the tournament’s history.
-
D.
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.
-
E.
Imangali Tasmagambetov
Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
- 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: Umirzak Shukeyev Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Umirzak Shukeyev]
Generated description
Umirzak Shukeyev is a Kazakh politician and senior government official who has held several high-ranking posts, including leadership roles in the national government and state-owned enterprises.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Umirzak Shukeyev Target entity description: Umirzak Shukeyev is a Kazakh politician and senior government official who has held several high-ranking posts, including leadership roles in the national government and state-owned enterprises.
-
A.
Akmal Ikramov
Akmal Ikramov was a Soviet Uzbek political leader who became a prominent victim of Stalin’s Great Purge, executed after being falsely accused in the Moscow show trials.
-
B.
Qahhor Mahkamov
Qahhor Mahkamov was a Soviet-era Tajik politician who became the first president of Tajikistan during the final years of the USSR.
-
C.
Ravshan Irmatov
Ravshan Irmatov is a renowned Uzbek football referee widely recognized for officiating multiple FIFA World Cups and holding records for the most matches refereed in the tournament’s history.
-
D.
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.
-
E.
Imangali Tasmagambetov
chosen
Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
- F. None of above.
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_69d8dbf4685881908cc2ade858b673aa |
completed | April 10, 2026, 11:16 a.m. |
| NEDg | Description generation | batch_69d8e50e618c8190a6b597fe511e05de |
completed | April 10, 2026, 11:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901c7684c8190837ed9ef0c2428af |
completed | April 10, 2026, 1:57 p.m. |
Created at: April 6, 2026, 11:19 a.m.