Triple
T11182582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Kazakhstan |
E264576
|
entity |
| Predicate | borderedByRegion |
P224
|
FINISHED |
| Object | Northern Kazakhstan |
E857602
|
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: Northern Kazakhstan | Statement: [Central Kazakhstan, borderedByRegion, Northern Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Kazakhstan Context triple: [Central Kazakhstan, borderedByRegion, Northern Kazakhstan]
-
A.
East Kazakhstan Region
East Kazakhstan Region is an administrative region in eastern Kazakhstan known for its mountainous landscapes, mineral resources, and major rivers including the Irtysh.
-
B.
North Kazakhstan Region
chosen
North Kazakhstan Region is an administrative region in northern Kazakhstan known for its agricultural economy, steppe landscapes, and proximity to the Russian border.
-
C.
South Kazakhstan Region
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.
-
D.
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.
-
E.
Central Kazakhstan
Central Kazakhstan is a vast inland region of Kazakhstan characterized by steppe landscapes, significant mining and industrial activity, and major urban centers such as Karaganda.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8a9c5e081908c85b41a268428fb |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e483c1b4f88190b7c38b254d37c7fb |
completed | April 19, 2026, 7:26 a.m. |
Created at: April 8, 2026, 9:29 p.m.