Triple
T13482250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Almaty Region |
E318399
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
southeastern Kazakhstan
Southeastern Kazakhstan is a geographic area of Kazakhstan that includes regions such as Almaty Region and is characterized by its mountainous terrain near the Tian Shan range and proximity to China and Kyrgyzstan.
|
E1043116
|
NE FINISHED |
How this triple was built (4 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: southeastern Kazakhstan | Statement: [Almaty Region, locatedIn, southeastern Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southeastern Kazakhstan Context triple: [Almaty Region, locatedIn, southeastern 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.
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.
-
C.
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.
-
D.
North Kazakhstan Region
North Kazakhstan Region is an administrative region in northern Kazakhstan known for its agricultural economy, steppe landscapes, and proximity to the Russian border.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: southeastern Kazakhstan Triple: [Almaty Region, locatedIn, southeastern Kazakhstan]
Generated description
Southeastern Kazakhstan is a geographic area of Kazakhstan that includes regions such as Almaty Region and is characterized by its mountainous terrain near the Tian Shan range and proximity to China and Kyrgyzstan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: southeastern Kazakhstan Target entity description: Southeastern Kazakhstan is a geographic area of Kazakhstan that includes regions such as Almaty Region and is characterized by its mountainous terrain near the Tian Shan range and proximity to China and Kyrgyzstan.
-
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.
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.
-
C.
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.
-
D.
North Kazakhstan Region
North Kazakhstan Region is an administrative region in northern Kazakhstan known for its agricultural economy, steppe landscapes, and proximity to the Russian border.
-
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. chosen
Provenance (5 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf3868ec8190a6a1803018d4f2d8 |
completed | April 12, 2026, 2:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f74635145c8190a42199fe4ed8c2a5 |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f748dfd4f081908fd5d77fe70f9db4 |
completed | May 3, 2026, 1:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74965c53081909c662f7f991849bf |
completed | May 3, 2026, 1:11 p.m. |
Created at: April 9, 2026, 9:42 p.m.