Triple
T9650904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Kazakhstan Region |
E233329
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Shymkent City Administration |
E51721
|
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: Shymkent City Administration | Statement: [South Kazakhstan Region, contains, Shymkent City Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shymkent City Administration Context triple: [South Kazakhstan Region, contains, Shymkent City Administration]
-
A.
Shymkent
chosen
Shymkent is one of the largest and most populous cities in southern Kazakhstan, serving as a key industrial, commercial, and cultural center of the region.
-
B.
city of Kyzylorda
The city of Kyzylorda is a regional capital in south-central Kazakhstan, situated along the Syr Darya River and serving as an important administrative and economic center.
-
C.
Shymkent International Airport
Shymkent International Airport is a major airport in southern Kazakhstan that serves the city of Shymkent with domestic and international flights.
-
D.
akim of Kyzylorda Region
The akim of Kyzylorda Region is the government-appointed chief executive who oversees regional administration, economic development, and implementation of national policies in Kazakhstan’s Kyzylorda Region.
-
E.
Kyzylorda
Kyzylorda is a city in south-central Kazakhstan known as an important regional center on the Syr Darya River with historical ties to the early development of the Kazakh Soviet Republic.
- 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_69ca848b31648190b57aa55da20285be |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9baf9a1c819098c407ea7d42e6d1 |
completed | April 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1826780fc81909c418e82bd94c581 |
completed | April 4, 2026, 9:28 p.m. |
Created at: March 30, 2026, 8:13 p.m.