Triple

T18321076
Position Surface form Disambiguated ID Type / Status
Subject Tobol River E438879 entity
Predicate flowsThrough P225 FINISHED
Object Kostanay
Kostanay is a city in northern Kazakhstan that serves as an important regional administrative, economic, and cultural center.
 E1319712 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 | Statement: [Tobol River, flowsThrough, Kostanay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kostanay
Context triple: [Tobol River, flowsThrough, Kostanay]
  • A. Kokshetau
    Kokshetau is a city in northern Kazakhstan that serves as the administrative and economic center of the surrounding Akmola Region.
  • B. 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.
  • C. Aqtobe
    Aqtobe is a major city in western Kazakhstan known as an important industrial, cultural, and transportation hub of the region.
  • D. Zhezkazgan
    Zhezkazgan is a major industrial and mining city in central Kazakhstan, known especially for its large copper deposits and metallurgical complex.
  • E. Kostanay Region
    Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production 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
Triple: [Tobol River, flowsThrough, Kostanay]
Generated description
Kostanay is a city in northern Kazakhstan that serves as an important regional administrative, economic, and cultural center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kostanay
Target entity description: Kostanay is a city in northern Kazakhstan that serves as an important regional administrative, economic, and cultural center.
  • A. Kokshetau
    Kokshetau is a city in northern Kazakhstan that serves as the administrative and economic center of the surrounding Akmola Region.
  • B. 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.
  • C. Aqtobe
    Aqtobe is a major city in western Kazakhstan known as an important industrial, cultural, and transportation hub of the region.
  • D. Zhezkazgan
    Zhezkazgan is a major industrial and mining city in central Kazakhstan, known especially for its large copper deposits and metallurgical complex.
  • E. Kostanay Region
    Kostanay Region is a large administrative region in northern Kazakhstan known for its agricultural production 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50aa5a3508190a3025e71c11d79e2 completed April 19, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc1be4a88190af681fc9e1ff77ab completed May 13, 2026, 12:55 a.m.
NEDg Description generation batch_6a03cdd658308190ba74f9cbda741f5a completed May 13, 2026, 1:03 a.m.
NED2 Entity disambiguation (via description) batch_6a03cedef9308190ae9c89ddc5913818 completed May 13, 2026, 1:07 a.m.
Created at: April 10, 2026, 10:36 a.m.