Triple

T17447701
Position Surface form Disambiguated ID Type / Status
Subject Bishkek–Osh highway E424827 entity
Predicate partOf P40 FINISHED
Object national road network of Kyrgyzstan
The national road network of Kyrgyzstan is the country’s primary system of intercity and regional highways that connects major urban centers, including the crucial Bishkek–Osh corridor, and supports most long-distance transport and trade.
E1269292 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: national road network of Kyrgyzstan | Statement: [Bishkek–Osh highway, partOf, national road network of Kyrgyzstan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: national road network of Kyrgyzstan
Context triple: [Bishkek–Osh highway, partOf, national road network of Kyrgyzstan]
  • A. national road network of Turkmenistan
    The national road network of Turkmenistan is the country’s system of major highways and roads that connects its cities, regions, and borders to support domestic transport and international transit.
  • B. Bishkek–Kemin–Balykchy road corridor
    The Bishkek–Kemin–Balykchy road corridor is a major highway route in northern Kyrgyzstan that links the capital Bishkek with key regional towns and serves as a primary access road toward Lake Issyk-Kul.
  • C. 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.
  • D. 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.
  • E. Kyrgyzstan–China Highway
    The Kyrgyzstan–China Highway is a major international road link that connects Kyrgyzstan with China across the Tien Shan mountains, serving as a key route for regional trade and travel.
  • 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: national road network of Kyrgyzstan
Triple: [Bishkek–Osh highway, partOf, national road network of Kyrgyzstan]
Generated description
The national road network of Kyrgyzstan is the country’s primary system of intercity and regional highways that connects major urban centers, including the crucial Bishkek–Osh corridor, and supports most long-distance transport and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: national road network of Kyrgyzstan
Target entity description: The national road network of Kyrgyzstan is the country’s primary system of intercity and regional highways that connects major urban centers, including the crucial Bishkek–Osh corridor, and supports most long-distance transport and trade.
  • A. national road network of Turkmenistan
    The national road network of Turkmenistan is the country’s system of major highways and roads that connects its cities, regions, and borders to support domestic transport and international transit.
  • B. Bishkek–Kemin–Balykchy road corridor
    The Bishkek–Kemin–Balykchy road corridor is a major highway route in northern Kyrgyzstan that links the capital Bishkek with key regional towns and serves as a primary access road toward Lake Issyk-Kul.
  • C. 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.
  • D. 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.
  • E. Kyrgyzstan–China Highway
    The Kyrgyzstan–China Highway is a major international road link that connects Kyrgyzstan with China across the Tien Shan mountains, serving as a key route for regional trade and travel.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e44ffe18f08190be023de89e3d7d5c completed April 19, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01affab32081908d97960513a6e8e4 completed May 11, 2026, 10:31 a.m.
NEDg Description generation batch_6a01b164864481909673d9351bb7f817 completed May 11, 2026, 10:37 a.m.
NED2 Entity disambiguation (via description) batch_6a01b251040c8190a1d030cb55e4f052 completed May 11, 2026, 10:41 a.m.
Created at: April 10, 2026, 5:47 a.m.