Triple
T10231010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
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.
|
E851390
|
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: Akmaral Arystanbekova | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Akmaral Arystanbekova]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akmaral Arystanbekova Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Akmaral Arystanbekova]
-
A.
Mokhiniso Rakhimova
Mokhiniso Rakhimova is known as the wife of the late bestselling South African adventure novelist Wilbur Smith.
-
B.
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.
-
C.
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.
-
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.
Aymani Kadyrova
Aymani Kadyrova is a Chechen public figure and philanthropist, known as the widow of former Chechen President Akhmad Kadyrov and the mother of current Chechen leader Ramzan Kadyrov.
- 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: Akmaral Arystanbekova Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Akmaral Arystanbekova]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akmaral Arystanbekova Target entity description: 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.
-
A.
Mokhiniso Rakhimova
Mokhiniso Rakhimova is known as the wife of the late bestselling South African adventure novelist Wilbur Smith.
-
B.
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.
-
C.
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.
-
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.
Aymani Kadyrova
Aymani Kadyrova is a Chechen public figure and philanthropist, known as the widow of former Chechen President Akhmad Kadyrov and the mother of current Chechen leader Ramzan Kadyrov.
- 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_69d6f740ce188190aa1b3a5cf656a959 |
completed | April 9, 2026, 12:48 a.m. |
| NEDg | Description generation | batch_69d6fa2ea97081908395048218c0592b |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fcb5dc4c8190944a423a9d16a4b8 |
completed | April 9, 2026, 1:11 a.m. |
Created at: April 6, 2026, 11:19 a.m.