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.