Triple
T18321076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tobol River |
E438879
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Kostanay |
—
|
NE NERFINISHED |
How this triple was built (3 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: Kostanay | Statement: [Tobol River, flowsThrough, Kostanay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kostanay Context triple: [Tobol River, flowsThrough, Kostanay]
-
A.
Kokshetau
Kokshetau is a city in northern Kazakhstan that serves as the administrative and economic center of the surrounding Akmola Region.
-
B.
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.
-
C.
Aqtobe
Aqtobe is a major city in western Kazakhstan known as an important industrial, cultural, and transportation hub of the region.
-
D.
Zhezkazgan
Zhezkazgan is a major industrial and mining city in central Kazakhstan, known especially for its large copper deposits and metallurgical complex.
-
E.
Kostanay Region
Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production and proximity to the Russian border.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kostanay Target entity description: Kostanay is a city in northern Kazakhstan that serves as an important regional administrative, economic, and cultural center.
-
A.
Kokshetau
Kokshetau is a city in northern Kazakhstan that serves as the administrative and economic center of the surrounding Akmola Region.
-
B.
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.
-
C.
Aqtobe
Aqtobe is a major city in western Kazakhstan known as an important industrial, cultural, and transportation hub of the region.
-
D.
Zhezkazgan
Zhezkazgan is a major industrial and mining city in central Kazakhstan, known especially for its large copper deposits and metallurgical complex.
-
E.
Kostanay Region
Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production and proximity to the Russian border.
- F. None of above. chosen
Provenance (2 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50aa5a3508190a3025e71c11d79e2 |
completed | April 19, 2026, 5:02 p.m. |
Created at: April 10, 2026, 10:36 a.m.