Triple

T10230877
Position Surface form Disambiguated ID Type / Status
Subject President of Kazakhstan E243335 entity
Predicate appoints P257 FINISHED
Object akim of Shymkent
The akim of Shymkent is the government-appointed chief executive and administrative head of the city of Shymkent in Kazakhstan.
E856707 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: akim of Shymkent | Statement: [President of Kazakhstan, appoints, akim of Shymkent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: akim of Shymkent
Context triple: [President of Kazakhstan, appoints, akim of Shymkent]
  • A. akim of Almaty
    The akim of Almaty is the government-appointed chief executive and highest-ranking official responsible for administering Kazakhstan’s largest city, Almaty.
  • B. akim of Astana
    The akim of Astana is the government-appointed chief executive and administrative head of Kazakhstan’s capital city.
  • C. akim of Kyzylorda Region
    The akim of Kyzylorda Region is the government-appointed chief executive who oversees regional administration, economic development, and implementation of national policies in Kazakhstan’s Kyzylorda Region.
  • D. Serik Zhumangarin
    Serik Zhumangarin is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
  • E. アスタナ・ハンシャティル
    アスタナ・ハンシャティルは、カザフスタンの首都アスタナに建つ黒川紀章設計の巨大テント型ショッピング&エンターテインメントセンターである。
  • 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: akim of Shymkent
Triple: [President of Kazakhstan, appoints, akim of Shymkent]
Generated description
The akim of Shymkent is the government-appointed chief executive and administrative head of the city of Shymkent in Kazakhstan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: akim of Shymkent
Target entity description: The akim of Shymkent is the government-appointed chief executive and administrative head of the city of Shymkent in Kazakhstan.
  • A. akim of Almaty
    The akim of Almaty is the government-appointed chief executive and highest-ranking official responsible for administering Kazakhstan’s largest city, Almaty.
  • B. akim of Astana
    The akim of Astana is the government-appointed chief executive and administrative head of Kazakhstan’s capital city.
  • C. akim of Kyzylorda Region
    The akim of Kyzylorda Region is the government-appointed chief executive who oversees regional administration, economic development, and implementation of national policies in Kazakhstan’s Kyzylorda Region.
  • D. Serik Zhumangarin
    Serik Zhumangarin is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
  • E. アスタナ・ハンシャティル
    アスタナ・ハンシャティルは、カザフスタンの首都アスタナに建つ黒川紀章設計の巨大テント型ショッピング&エンターテインメントセンターである。
  • 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_69d74fdc1880819094a501602b64d8b6 completed April 9, 2026, 7:06 a.m.
NEDg Description generation batch_69d751122d208190abaa4fd72a07643b completed April 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69d751d4aa908190a825322ebf0066af completed April 9, 2026, 7:14 a.m.
Created at: April 6, 2026, 11:19 a.m.