Triple

T9650884
Position Surface form Disambiguated ID Type / Status
Subject South Kazakhstan Region E233329 entity
Predicate borderedBy P224 FINISHED
Object Jambyl Region
Jambyl Region is an administrative region in southern Kazakhstan known for its agricultural economy, historical sites, and proximity to the Kyrgyz border.
 E814534 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: Jambyl Region | Statement: [South Kazakhstan Region, borderedBy, Jambyl Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jambyl Region
Context triple: [South Kazakhstan Region, borderedBy, Jambyl Region]
  • A. Mangystau Region
    Mangystau Region is a sparsely populated, resource-rich oblast in southwestern Kazakhstan known for its arid deserts, Caspian Sea coastline, and distinctive plateaus and rock formations.
  • B. Karaganda Region
    Karaganda Region is a large industrial and mining region in central Kazakhstan, known especially for its coal production and steppe landscapes.
  • C. Jalal-Abad Region
    Jalal-Abad Region is an administrative region in western Kyrgyzstan known for its mountainous landscapes, river valleys, and significant agricultural and hydropower resources.
  • D. Atyrau Region
    Atyrau Region is a western Kazakhstani administrative area located along the northern Caspian Sea, known for its oil and gas industry and low-lying Caspian Depression landscapes.
  • E. Andijan Region
    Andijan Region is an administrative region in eastern Uzbekistan known for its dense population, fertile Fergana Valley agriculture, and the city of Andijan as its capital.
  • 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: Jambyl Region
Triple: [South Kazakhstan Region, borderedBy, Jambyl Region]
Generated description
Jambyl Region is an administrative region in southern Kazakhstan known for its agricultural economy, historical sites, and proximity to the Kyrgyz border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jambyl Region
Target entity description: Jambyl Region is an administrative region in southern Kazakhstan known for its agricultural economy, historical sites, and proximity to the Kyrgyz border.
  • A. Mangystau Region
    Mangystau Region is a sparsely populated, resource-rich oblast in southwestern Kazakhstan known for its arid deserts, Caspian Sea coastline, and distinctive plateaus and rock formations.
  • B. Karaganda Region
    Karaganda Region is a large industrial and mining region in central Kazakhstan, known especially for its coal production and steppe landscapes.
  • C. Jalal-Abad Region
    Jalal-Abad Region is an administrative region in western Kyrgyzstan known for its mountainous landscapes, river valleys, and significant agricultural and hydropower resources.
  • D. Atyrau Region
    Atyrau Region is a western Kazakhstani administrative area located along the northern Caspian Sea, known for its oil and gas industry and low-lying Caspian Depression landscapes.
  • E. Andijan Region
    Andijan Region is an administrative region in eastern Uzbekistan known for its dense population, fertile Fergana Valley agriculture, and the city of Andijan as its capital.
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9baf9a1c819098c407ea7d42e6d1 completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d190eec94c81909ede398926141f89 completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d19178f7e8819089d73dcd23aed8a1 completed April 4, 2026, 10:32 p.m.
NED2 Entity disambiguation (via description) batch_69d19219cdb081908b44f790f02a25ad completed April 4, 2026, 10:35 p.m.
Created at: March 30, 2026, 8:13 p.m.