Triple

T16788302
Position Surface form Disambiguated ID Type / Status
Subject Tokmok E408035 entity
Predicate transportConnection P1298 FINISHED
Object 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.
E1233297 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: Bishkek–Kemin–Balykchy road corridor | Statement: [Tokmok, transportConnection, Bishkek–Kemin–Balykchy road corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bishkek–Kemin–Balykchy road corridor
Context triple: [Tokmok, transportConnection, Bishkek–Kemin–Balykchy road corridor]
  • A. 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.
  • B. 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.
  • C. Atyrau–Aktobe highway
    The Atyrau–Aktobe highway is a major roadway in western Kazakhstan that links the Caspian Sea city of Atyrau with the inland regional center of Aktobe, serving as an important route for regional transport and trade.
  • D. Ashgabat–Türkmenbaşy highway
    The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
  • E. Türkmenabat–Farap route
    The Türkmenabat–Farap route is a key roadway in Turkmenistan that links the city of Türkmenabat to the border area near Farap, facilitating regional and cross-border transport.
  • 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: Bishkek–Kemin–Balykchy road corridor
Triple: [Tokmok, transportConnection, Bishkek–Kemin–Balykchy road corridor]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bishkek–Kemin–Balykchy road corridor
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Atyrau–Aktobe highway
    The Atyrau–Aktobe highway is a major roadway in western Kazakhstan that links the Caspian Sea city of Atyrau with the inland regional center of Aktobe, serving as an important route for regional transport and trade.
  • D. Ashgabat–Türkmenbaşy highway
    The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
  • E. Türkmenabat–Farap route
    The Türkmenabat–Farap route is a key roadway in Turkmenistan that links the city of Türkmenabat to the border area near Farap, facilitating regional and cross-border transport.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b21c49788190b9a2ca2101604f64 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab09932c8190ba16a349c4938c16 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00acaf3b8c8190820e0abbdd5f8811 completed May 10, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_6a00ad4bb7a08190ba93bb05435e66b1 completed May 10, 2026, 4:07 p.m.
Created at: April 10, 2026, 5:22 a.m.