Triple

T16126673
Position Surface form Disambiguated ID Type / Status
Subject Internet in Kyrgyzstan E391289 entity
Predicate majorISP P35275 FINISHED
Object Beeline Kyrgyzstan
Beeline Kyrgyzstan is a leading telecommunications operator in Kyrgyzstan, providing mobile, internet, and related digital services nationwide.
E1196340 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: Beeline Kyrgyzstan | Statement: [Internet in Kyrgyzstan, majorISP, Beeline Kyrgyzstan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beeline Kyrgyzstan
Context triple: [Internet in Kyrgyzstan, majorISP, Beeline Kyrgyzstan]
  • A. Irkeshtam, Kyrgyzstan
    Irkeshtam, Kyrgyzstan is a remote border settlement in the country's far south that serves as a key road crossing and trade gateway between Kyrgyzstan and China through the Tian Shan mountains.
  • B. Bishkek–Osh highway
    The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
  • C. Bishkek–Karakol road
    The Bishkek–Karakol road is a major highway in Kyrgyzstan that connects the capital city Bishkek with the eastern city of Karakol along the northern shore of Lake Issyk-Kul.
  • D. Kyrgyzstan–China border
    The Kyrgyzstan–China border is a high-altitude international boundary in Central Asia that runs through rugged mountain ranges and extensive glaciers, including the Inylchek Glacier.
  • E. Zhetysu
    Zhetysu is a historic region of Central Asia, largely in southeastern Kazakhstan, known for its fertile river valleys, including that of the Ili River, and its role as a crossroads on the Silk Road.
  • 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: Beeline Kyrgyzstan
Triple: [Internet in Kyrgyzstan, majorISP, Beeline Kyrgyzstan]
Generated description
Beeline Kyrgyzstan is a leading telecommunications operator in Kyrgyzstan, providing mobile, internet, and related digital services nationwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beeline Kyrgyzstan
Target entity description: Beeline Kyrgyzstan is a leading telecommunications operator in Kyrgyzstan, providing mobile, internet, and related digital services nationwide.
  • A. Irkeshtam, Kyrgyzstan
    Irkeshtam, Kyrgyzstan is a remote border settlement in the country's far south that serves as a key road crossing and trade gateway between Kyrgyzstan and China through the Tian Shan mountains.
  • B. Bishkek–Osh highway
    The Bishkek–Osh highway is a major mountain road in Kyrgyzstan that links the capital Bishkek with the southern city of Osh, serving as one of the country’s most important transport arteries.
  • C. Bishkek–Karakol road
    The Bishkek–Karakol road is a major highway in Kyrgyzstan that connects the capital city Bishkek with the eastern city of Karakol along the northern shore of Lake Issyk-Kul.
  • D. Kyrgyzstan–China border
    The Kyrgyzstan–China border is a high-altitude international boundary in Central Asia that runs through rugged mountain ranges and extensive glaciers, including the Inylchek Glacier.
  • E. Zhetysu
    Zhetysu is a historic region of Central Asia, largely in southeastern Kazakhstan, known for its fertile river valleys, including that of the Ili River, and its role as a crossroads on the Silk Road.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e20204fb408190b58d49d0d64bb740 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2abf9b08190a375abc842a0e7d0 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff35ded288190b4d261358f1661cb completed May 10, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69fff3f2760c8190a58fedc2798614ae completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5 a.m.