Triple
T22611056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | China–Kazakhstan border |
E566701
|
entity |
| Predicate | bordersKazakhRegion |
P10768
|
FINISHED |
| Object | Almaty Region |
—
|
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: Almaty Region | Statement: [China–Kazakhstan border, bordersKazakhRegion, Almaty Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Almaty Region Context triple: [China–Kazakhstan border, bordersKazakhRegion, Almaty Region]
-
A.
Almaty Region
chosen
Almaty Region is a large administrative area in southeastern Kazakhstan known for its mountainous landscapes, including parts of the Tian Shan range, and its role as an economic and cultural hub bordering Kyrgyzstan and China.
-
B.
Kostanay Region
Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production and proximity to the Russian border.
-
C.
Akmola Region
Akmola Region is a central administrative region of Kazakhstan that includes the nation’s capital, Astana, and serves as an important political and economic hub.
-
D.
Pavlodar Region
Pavlodar Region is an administrative region in northeastern Kazakhstan known for its industrial centers, agricultural production, and location along the Irtysh River.
-
E.
Karaganda Region
Karaganda Region is a large industrial and mining region in central Kazakhstan, known especially for its coal production and steppe landscapes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: bordersKazakhRegion Context triple: [China–Kazakhstan border, bordersKazakhRegion, Almaty Region]
-
A.
borderTypeWithTurkmenistan
Indicates the type or nature of the border relationship that an entity has with Turkmenistan.
-
B.
borderRegion
Indicates a region that lies along or near the boundary separating two distinct geographic or political areas.
-
C.
borderRegionOf
chosen
Indicates that one region lies along, touches, or forms part of the boundary of another region.
-
D.
borderTypeWithMongolia
Indicates the specific nature or classification of the border that an entity shares with Mongolia.
-
E.
bordersNation
Indicates that one nation shares a land or maritime boundary with another nation.
- F. None of above.
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_69e245884860819081046ce07d5872c4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f167ea291c8190ba73ba678089f75d |
completed | April 29, 2026, 2:07 a.m. |
| PD | Predicate disambiguation | batch_69ee627be4248190889a88764624e174 |
completed | April 26, 2026, 7:07 p.m. |
Created at: April 17, 2026, 2:56 p.m.