Triple
T10231020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deputy Prime Ministers of Kazakhstan |
E243338
|
entity |
| Predicate | officeHolder |
P537
|
FINISHED |
| Object |
Aset Isekeshev
Aset Isekeshev is a Kazakh politician and statesman who has held several high-ranking government positions, including leadership roles in economic development and regional administration.
|
E851392
|
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: Aset Isekeshev | Statement: [Deputy Prime Ministers of Kazakhstan, officeHolder, Aset Isekeshev]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aset Isekeshev Context triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Aset Isekeshev]
-
A.
Ahiya Sottaiev
Ahiya Sottaiev was a 19th-century climber known for making the first recorded ascent of the higher summit of Mount Elbrus in the Caucasus.
-
B.
Khillar Khachirov
Khillar Khachirov was a mountaineer known for being among the climbers credited with the first recorded ascent of Mount Elbrus, the highest peak in Europe.
-
C.
Ishkur
Ishkur is a Mesopotamian storm and rain god associated with thunder, fertility, and seasonal weather.
-
D.
Tolbukhin
Tolbukhin is a Russian surname most notably associated with Soviet military commander Fyodor Tolbukhin, a prominent general during World War II.
-
E.
Isaeva
Isaeva is a Russian surname most notably borne by Maria Dmitrievna Isaeva, the wife of the renowned writer Fyodor Dostoevsky.
- 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: Aset Isekeshev Triple: [Deputy Prime Ministers of Kazakhstan, officeHolder, Aset Isekeshev]
Generated description
Aset Isekeshev is a Kazakh politician and statesman who has held several high-ranking government positions, including leadership roles in economic development and regional administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aset Isekeshev Target entity description: Aset Isekeshev is a Kazakh politician and statesman who has held several high-ranking government positions, including leadership roles in economic development and regional administration.
-
A.
Ahiya Sottaiev
Ahiya Sottaiev was a 19th-century climber known for making the first recorded ascent of the higher summit of Mount Elbrus in the Caucasus.
-
B.
Khillar Khachirov
Khillar Khachirov was a mountaineer known for being among the climbers credited with the first recorded ascent of Mount Elbrus, the highest peak in Europe.
-
C.
Ishkur
Ishkur is a Mesopotamian storm and rain god associated with thunder, fertility, and seasonal weather.
-
D.
Tolbukhin
Tolbukhin is a Russian surname most notably associated with Soviet military commander Fyodor Tolbukhin, a prominent general during World War II.
-
E.
Isaeva
Isaeva is a Russian surname most notably borne by Maria Dmitrievna Isaeva, the wife of the renowned writer Fyodor Dostoevsky.
- 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.