Triple

T10231012
Position Surface form Disambiguated ID Type / Status
Subject Deputy Prime Ministers of Kazakhstan E243338 entity
Predicate officeHolder P537 FINISHED
Object Berdibek Saparbayev
Berdibek Saparbayev is a Kazakh politician who has held several high-ranking government positions, including serving as a Deputy Prime Minister of Kazakhstan.
 E872673 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: Berdibek Saparbayev | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Berdibek Saparbayev]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berdibek Saparbayev
Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Berdibek Saparbayev]
  • A. Sauat Mynbayev
    Sauat Mynbayev is a Kazakh politician who has held senior government positions, including serving as a deputy prime minister and heading key economic and energy portfolios.
  • B. Yerbol Orynbayev
    Yerbol Orynbayev is a Kazakh politician and economist who has served in high-level government roles, including as a deputy prime minister of Kazakhstan.
  • C. Nurlan Baibazarov
    Nurlan Baibazarov is a Kazakhstani politician who serves in the country’s top executive leadership as a deputy prime minister.
  • D. Imangali Tasmagambetov
    Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
  • E. Bakhytzhan Sagintayev
    Bakhytzhan Sagintayev is a Kazakh politician who has held several high-ranking government positions, including serving as Prime Minister of Kazakhstan.
  • 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: Berdibek Saparbayev
Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Berdibek Saparbayev]
Generated description
Berdibek Saparbayev is a Kazakh politician who has held several high-ranking government positions, including serving as a Deputy Prime Minister of Kazakhstan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berdibek Saparbayev
Target entity description: Berdibek Saparbayev is a Kazakh politician who has held several high-ranking government positions, including serving as a Deputy Prime Minister of Kazakhstan.
  • A. Sauat Mynbayev
    Sauat Mynbayev is a Kazakh politician who has held senior government positions, including serving as a deputy prime minister and heading key economic and energy portfolios.
  • B. Yerbol Orynbayev
    Yerbol Orynbayev is a Kazakh politician and economist who has served in high-level government roles, including as a deputy prime minister of Kazakhstan.
  • C. Nurlan Baibazarov
    Nurlan Baibazarov is a Kazakhstani politician who serves in the country’s top executive leadership as a deputy prime minister.
  • D. Imangali Tasmagambetov
    Imangali Tasmagambetov is a Kazakh politician who has held several top government positions, including prime minister and key ministerial and diplomatic roles.
  • E. Bakhytzhan Sagintayev
    Bakhytzhan Sagintayev is a Kazakh politician who has held several high-ranking government positions, including serving as Prime Minister of Kazakhstan.
  • 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_69d94ae0a9608190ab241b6a62fe807b completed April 10, 2026, 7:09 p.m.
NEDg Description generation batch_69d94c6fa9ac8190819a399754d2bd15 completed April 10, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69d953440a508190a50d1897cdbeba03 completed April 10, 2026, 7:45 p.m.
Created at: April 6, 2026, 11:19 a.m.