Triple
T11182584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Kazakhstan |
E264576
|
entity |
| Predicate | borderedByRegion |
P224
|
FINISHED |
| Object | Southern 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: Southern Kazakhstan | Statement: [Central Kazakhstan, borderedByRegion, Southern Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Kazakhstan Context triple: [Central Kazakhstan, borderedByRegion, Southern Kazakhstan]
-
A.
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.
-
B.
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.
-
C.
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.
-
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.
Western Kazakhstan economic region
The Western Kazakhstan economic region is a major economic area of Kazakhstan that groups together several western oblasts, including West Kazakhstan Region, for coordinated development and planning.
- 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_69e4acf79b748190b117355f60c8c015 |
completed | April 19, 2026, 10:22 a.m. |
Created at: April 8, 2026, 9:29 p.m.