Triple

T10231013
Position Surface form Disambiguated ID Type / Status
Subject Deputy Prime Ministers of Kazakhstan E243338 entity
Predicate officeHolder P537 FINISHED
Object Gulshara Abdykalikova
Gulshara Abdykalikova is a Kazakh politician who has held senior government roles, including serving as a deputy prime minister and regional governor.
 E854812 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: Gulshara Abdykalikova | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Gulshara Abdykalikova]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gulshara Abdykalikova
Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Gulshara Abdykalikova]
  • A. Mokhiniso Rakhimova
    Mokhiniso Rakhimova is known as the wife of the late bestselling South African adventure novelist Wilbur Smith.
  • B. Fargana Qasimova
    Fargana Qasimova is an Azerbaijani mugham singer known for her powerful vocals and for continuing the musical legacy of her father, renowned musician Alim Qasimov.
  • C. Akmaral Arystanbekova
    Akmaral Arystanbekova is a Kazakh diplomat and politician who served as Kazakhstan’s first Permanent Representative to the United Nations and has held senior government positions.
  • D. Liya Akhedzhakova
    Liya Akhedzhakova is a renowned Soviet and Russian actress known for her distinctive character roles in film and theater, particularly in classic comedies of the 1970s and 1980s.
  • E. Mutabar Tadjibayeva
    Mutabar Tadjibayeva is an Uzbek human rights activist known for her outspoken criticism of government abuses and her advocacy for democratic reforms in Uzbekistan.
  • 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: Gulshara Abdykalikova
Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Gulshara Abdykalikova]
Generated description
Gulshara Abdykalikova is a Kazakh politician who has held senior government roles, including serving as a deputy prime minister and regional governor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gulshara Abdykalikova
Target entity description: Gulshara Abdykalikova is a Kazakh politician who has held senior government roles, including serving as a deputy prime minister and regional governor.
  • A. Mokhiniso Rakhimova
    Mokhiniso Rakhimova is known as the wife of the late bestselling South African adventure novelist Wilbur Smith.
  • B. Fargana Qasimova
    Fargana Qasimova is an Azerbaijani mugham singer known for her powerful vocals and for continuing the musical legacy of her father, renowned musician Alim Qasimov.
  • C. Akmaral Arystanbekova
    Akmaral Arystanbekova is a Kazakh diplomat and politician who served as Kazakhstan’s first Permanent Representative to the United Nations and has held senior government positions.
  • D. Liya Akhedzhakova
    Liya Akhedzhakova is a renowned Soviet and Russian actress known for her distinctive character roles in film and theater, particularly in classic comedies of the 1970s and 1980s.
  • E. Mutabar Tadjibayeva
    Mutabar Tadjibayeva is an Uzbek human rights activist known for her outspoken criticism of government abuses and her advocacy for democratic reforms in Uzbekistan.
  • 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_69d71c9123cc819095da6d8dc0cfa688 completed April 9, 2026, 3:27 a.m.
NEDg Description generation batch_69d73180d90481908f1b4768230edd36 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7326b14988190bff33dc01e690707 completed April 9, 2026, 5 a.m.
Created at: April 6, 2026, 11:19 a.m.