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.