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.