Triple
T2795068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aktobe |
E53016
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Western Kazakhstan
Western Kazakhstan is a geographic and economic region of Kazakhstan encompassing its western territories, known for its steppe landscapes, oil and gas resources, and key industrial cities.
|
E250764
|
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: Western Kazakhstan | Statement: [Aktobe, locatedIn, Western Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Kazakhstan Context triple: [Aktobe, locatedIn, Western Kazakhstan]
-
A.
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.
-
B.
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.
-
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.
Kyzylorda Region
Kyzylorda Region is an administrative region in southern Kazakhstan known for hosting the Baikonur Cosmodrome, the world’s first and largest operational space launch facility.
-
E.
Western Siberia
Western Siberia is a vast region of northern Asia characterized by extensive plains, taiga, and tundra, stretching from the Ural Mountains toward central Siberia and known for its harsh climate and significant natural resources.
- 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: Western Kazakhstan Triple: [Aktobe, locatedIn, Western Kazakhstan]
Generated description
Western Kazakhstan is a geographic and economic region of Kazakhstan encompassing its western territories, known for its steppe landscapes, oil and gas resources, and key industrial cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Kazakhstan Target entity description: Western Kazakhstan is a geographic and economic region of Kazakhstan encompassing its western territories, known for its steppe landscapes, oil and gas resources, and key industrial cities.
-
A.
West Kazakhstan Region
chosen
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.
-
B.
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.
-
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.
Kyzylorda Region
Kyzylorda Region is an administrative region in southern Kazakhstan known for hosting the Baikonur Cosmodrome, the world’s first and largest operational space launch facility.
-
E.
Western Siberia
Western Siberia is a vast region of northern Asia characterized by extensive plains, taiga, and tundra, stretching from the Ural Mountains toward central Siberia and known for its harsh climate and significant natural resources.
- F. None of above.
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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abddd48bcc819083f4ec59d66f0ece |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6618fb88190a653ae0d15e1a0d4 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6d485d88190b281abec460ff24d |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc7527b708190b8adffb18ceb4c82 |
completed | March 10, 2026, 7:25 a.m. |
Created at: March 6, 2026, 9:58 p.m.