Triple
T10318729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akmola Region (de facto, though administratively separate) |
E242085
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Kostanay Region
Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production and proximity to the Russian border.
|
E863592
|
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: Kostanay Region | Statement: [Akmola Region (de facto, though administratively separate), borders, Kostanay Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kostanay Region Context triple: [Akmola Region (de facto, though administratively separate), borders, Kostanay Region]
-
A.
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.
-
B.
Almaty Region
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.
-
C.
Pavlodar Region
Pavlodar Region is an administrative region in northeastern Kazakhstan known for its industrial centers, agricultural production, and location along the Irtysh River.
-
D.
Kyzylorda
Kyzylorda is a city in south-central Kazakhstan known as an important regional center on the Syr Darya River with historical ties to the early development of the Kazakh Soviet Republic.
-
E.
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.
- 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: Kostanay Region Triple: [Akmola Region (de facto, though administratively separate), borders, Kostanay Region]
Generated description
Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production and proximity to the Russian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kostanay Region Target entity description: Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production and proximity to the Russian border.
-
A.
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.
-
B.
Almaty Region
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.
-
C.
Pavlodar Region
Pavlodar Region is an administrative region in northeastern Kazakhstan known for its industrial centers, agricultural production, and location along the Irtysh River.
-
D.
Kyzylorda
Kyzylorda is a city in south-central Kazakhstan known as an important regional center on the Syr Darya River with historical ties to the early development of the Kazakh Soviet Republic.
-
E.
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.
- 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_69d381ac38808190a8ca7457c85b625b |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d35e019081909cc296d73227a3ed |
completed | April 7, 2026, 9:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d87e4cdf8881908d613a0cb65fa0c2 |
completed | April 10, 2026, 4:36 a.m. |
| NEDg | Description generation | batch_69d886c325c4819089dac35eb26e7961 |
completed | April 10, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d88dbbe97c8190861e08f3ff39f91b |
completed | April 10, 2026, 5:42 a.m. |
Created at: April 6, 2026, 11:49 a.m.