Triple
T15886138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kairat Abdrakhmanov |
E385196
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object |
Kairat Kudaybergenovich Abdrakhmanov
Kairat Kudaybergenovich Abdrakhmanov is a Kazakh diplomat who has served as Kazakhstan’s Minister of Foreign Affairs and later as the OSCE High Commissioner on National Minorities.
|
E1181158
|
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: Kairat Kudaybergenovich Abdrakhmanov | Statement: [Kairat Abdrakhmanov, name, Kairat Kudaybergenovich Abdrakhmanov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kairat Kudaybergenovich Abdrakhmanov Context triple: [Kairat Abdrakhmanov, name, Kairat Kudaybergenovich Abdrakhmanov]
-
A.
Bakhytzhan Sagintayev
Bakhytzhan Sagintayev is a Kazakh politician who has held several high-ranking government positions, including serving as Prime Minister of Kazakhstan.
-
B.
Nurlan Baibazarov
Nurlan Baibazarov is a Kazakhstani politician who serves in the country’s top executive leadership as a deputy prime minister.
-
C.
Rustam Ibragimbekov
Rustam Ibragimbekov was a prominent Azerbaijani screenwriter, playwright, and film director best known for his influential work in Soviet and post-Soviet cinema.
-
D.
Olzhas Bektenov
Olzhas Bektenov is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
E.
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.
- 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: Kairat Kudaybergenovich Abdrakhmanov Triple: [Kairat Abdrakhmanov, name, Kairat Kudaybergenovich Abdrakhmanov]
Generated description
Kairat Kudaybergenovich Abdrakhmanov is a Kazakh diplomat who has served as Kazakhstan’s Minister of Foreign Affairs and later as the OSCE High Commissioner on National Minorities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kairat Kudaybergenovich Abdrakhmanov Target entity description: Kairat Kudaybergenovich Abdrakhmanov is a Kazakh diplomat who has served as Kazakhstan’s Minister of Foreign Affairs and later as the OSCE High Commissioner on National Minorities.
-
A.
Bakhytzhan Sagintayev
Bakhytzhan Sagintayev is a Kazakh politician who has held several high-ranking government positions, including serving as Prime Minister of Kazakhstan.
-
B.
Nurlan Baibazarov
Nurlan Baibazarov is a Kazakhstani politician who serves in the country’s top executive leadership as a deputy prime minister.
-
C.
Rustam Ibragimbekov
Rustam Ibragimbekov was a prominent Azerbaijani screenwriter, playwright, and film director best known for his influential work in Soviet and post-Soviet cinema.
-
D.
Olzhas Bektenov
Olzhas Bektenov is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
E.
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.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1561a68d8819099e60e2f1f0db07a |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa95651f88190a9aac72a667b999f |
completed | May 9, 2026, 9:38 p.m. |
| NEDg | Description generation | batch_69ffaa07df788190bae67f3d9a800331 |
completed | May 9, 2026, 9:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffaaa92a648190a09829ef3197223c |
completed | May 9, 2026, 9:44 p.m. |
Created at: April 10, 2026, 4:51 a.m.