Triple
T10665918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Almaty Metro |
E251356
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Zhibek Zholy
Zhibek Zholy is a metro station on the Almaty Metro system in Almaty, Kazakhstan.
|
E883011
|
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: Zhibek Zholy | Statement: [Almaty Metro, hasStation, Zhibek Zholy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zhibek Zholy Context triple: [Almaty Metro, hasStation, Zhibek Zholy]
-
A.
Yerbol Orynbayev
Yerbol Orynbayev is a Kazakh politician and economist who has served in high-level government roles, including as a deputy prime minister of Kazakhstan.
-
B.
アスタナ・ハンシャティル
アスタナ・ハンシャティルは、カザフスタンの首都アスタナに建つ黒川紀章設計の巨大テント型ショッピング&エンターテインメントセンターである。
-
C.
Yerlan Turgumbayev
Yerlan Turgumbayev is a Kazakh politician who has held senior government roles, including serving as a deputy prime minister of Kazakhstan.
-
D.
Zhanibek
Zhanibek is a small town in western Kazakhstan that serves as a local administrative and transport hub near the Russian border.
-
E.
Bakhyt Sultanov
Bakhyt Sultanov is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister and previously as Mayor of Astana and Minister of Finance.
- 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: Zhibek Zholy Triple: [Almaty Metro, hasStation, Zhibek Zholy]
Generated description
Zhibek Zholy is a metro station on the Almaty Metro system in Almaty, Kazakhstan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zhibek Zholy Target entity description: Zhibek Zholy is a metro station on the Almaty Metro system in Almaty, Kazakhstan.
-
A.
Yerbol Orynbayev
Yerbol Orynbayev is a Kazakh politician and economist who has served in high-level government roles, including as a deputy prime minister of Kazakhstan.
-
B.
アスタナ・ハンシャティル
アスタナ・ハンシャティルは、カザフスタンの首都アスタナに建つ黒川紀章設計の巨大テント型ショッピング&エンターテインメントセンターである。
-
C.
Yerlan Turgumbayev
Yerlan Turgumbayev is a Kazakh politician who has held senior government roles, including serving as a deputy prime minister of Kazakhstan.
-
D.
Zhanibek
Zhanibek is a small town in western Kazakhstan that serves as a local administrative and transport hub near the Russian border.
-
E.
Bakhyt Sultanov
Bakhyt Sultanov is a Kazakh politician who has held senior government roles, including serving as a Deputy Prime Minister and previously as Mayor of Astana and Minister of Finance.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f31f87748190bb44db8afa901763 |
completed | April 9, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de225f57948190aaf2954bce91f752 |
completed | April 14, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_69de25d25474819081402b75ef7492f6 |
completed | April 14, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69de2808244c8190bdb2d4d49f30e0d7 |
completed | April 14, 2026, 11:42 a.m. |
Created at: April 8, 2026, 9:08 p.m.