Triple
T2300650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shymkent |
E51721
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | South Kazakhstan |
E233329
|
NE FINISHED |
How this triple was built (2 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: South Kazakhstan | Statement: [Shymkent, locatedIn, South Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Kazakhstan Context triple: [Shymkent, locatedIn, South Kazakhstan]
-
A.
South Kazakhstan Region
chosen
South Kazakhstan Region was a former administrative region in southern Kazakhstan known for its agricultural productivity and location along the Syr Darya River near the borders with Uzbekistan and Kyrgyzstan.
-
B.
West Kazakhstan Region
West Kazakhstan Region is an administrative region in northwestern Kazakhstan known for its steppe landscapes, oil and gas resources, and its location spanning parts of Europe and Asia.
-
C.
Kyzylorda Region
Kyzylorda Region is an administrative region in southern Kazakhstan known for hosting the Baikonur Cosmodrome, the world’s first and largest operational space launch facility.
-
D.
Akmola
Akmola is the former name of Kazakhstan’s capital city, now known as Astana.
-
E.
Issyk-Kul Region
Issyk-Kul Region is an eastern province of Kyrgyzstan famed for its high-altitude Issyk-Kul Lake and its location amid the Tien Shan mountain range.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5edc1348190a4d84606b1310711 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f2e338881908e09d19f469a59ce |
completed | March 9, 2026, 8:05 a.m. |
Created at: March 4, 2026, 7:49 p.m.