Triple
T10642836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Kazakhstan Region |
E250764
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Zhanibek
Zhanibek is a small town in western Kazakhstan that serves as a local administrative and transport hub near the Russian border.
|
E881427
|
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: Zhanibek | Statement: [West Kazakhstan Region, hasCity, Zhanibek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zhanibek Context triple: [West Kazakhstan Region, hasCity, Zhanibek]
-
A.
Zhenis Kassymbek
Zhenis Kassymbek is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister of Kazakhstan.
-
B.
Gerkhozhan
Gerkhozhan is the former name of the town now known as Tyrnyauz in the Kabardino-Balkar Republic of Russia.
-
C.
Kairat Kelimbetov
Kairat Kelimbetov is a Kazakh politician and economist who has held several top government and financial posts, including leadership roles in economic policy and national financial institutions.
-
D.
Serik Zhumangarin
Serik Zhumangarin is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
E.
Ahiya Sottaiev
Ahiya Sottaiev was a 19th-century climber known for making the first recorded ascent of the higher summit of Mount Elbrus in the Caucasus.
- 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: Zhanibek Triple: [West Kazakhstan Region, hasCity, Zhanibek]
Generated description
Zhanibek is a small town in western Kazakhstan that serves as a local administrative and transport hub near the Russian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zhanibek Target entity description: Zhanibek is a small town in western Kazakhstan that serves as a local administrative and transport hub near the Russian border.
-
A.
Zhenis Kassymbek
Zhenis Kassymbek is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister of Kazakhstan.
-
B.
Gerkhozhan
Gerkhozhan is the former name of the town now known as Tyrnyauz in the Kabardino-Balkar Republic of Russia.
-
C.
Kairat Kelimbetov
Kairat Kelimbetov is a Kazakh politician and economist who has held several top government and financial posts, including leadership roles in economic policy and national financial institutions.
-
D.
Serik Zhumangarin
Serik Zhumangarin is a Kazakh politician who has served in high-level government leadership, including as a deputy prime minister.
-
E.
Ahiya Sottaiev
Ahiya Sottaiev was a 19th-century climber known for making the first recorded ascent of the higher summit of Mount Elbrus in the Caucasus.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dfcf65fc81909a0c86daefaab1ab |
completed | April 8, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dbace2a5388190bb685d347dd8aa6c |
completed | April 12, 2026, 2:32 p.m. |
| NEDg | Description generation | batch_69dbaeb211088190a9118c71918584e5 |
completed | April 12, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69dbaf7c999c819097a8cdf5bd82f648 |
completed | April 12, 2026, 2:43 p.m. |
Created at: April 8, 2026, 9:05 p.m.