Triple

T21458100
Position Surface form Disambiguated ID Type / Status
Subject Irkeshtam, Kyrgyzstan E529393 entity
Predicate locatedOnRoute P6309 FINISHED
Object China–Kyrgyzstan–Uzbekistan transport corridor
The China–Kyrgyzstan–Uzbekistan transport corridor is a strategic transnational route designed to enhance trade and connectivity between China and Central Asia as part of broader regional infrastructure and economic integration initiatives.
E1485765 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: China–Kyrgyzstan–Uzbekistan transport corridor | Statement: [Irkeshtam, Kyrgyzstan, locatedOnRoute, China–Kyrgyzstan–Uzbekistan transport corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: China–Kyrgyzstan–Uzbekistan transport corridor
Context triple: [Irkeshtam, Kyrgyzstan, locatedOnRoute, China–Kyrgyzstan–Uzbekistan transport corridor]
  • A. 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.
  • B. Trans-Caspian International Transport Route
    The Trans-Caspian International Transport Route is a major multimodal trade corridor linking China and Europe via Central Asia, the Caspian Sea, the South Caucasus, and Turkey, offering an alternative to traditional northern routes.
  • C. 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.
  • D. 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.
  • E. Bishkek–Almaty road
    The Bishkek–Almaty road is a major international highway linking Kyrgyzstan’s capital Bishkek with Kazakhstan’s largest city Almaty, serving as a key regional trade and transit route in Central Asia.
  • 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: China–Kyrgyzstan–Uzbekistan transport corridor
Triple: [Irkeshtam, Kyrgyzstan, locatedOnRoute, China–Kyrgyzstan–Uzbekistan transport corridor]
Generated description
The China–Kyrgyzstan–Uzbekistan transport corridor is a strategic transnational route designed to enhance trade and connectivity between China and Central Asia as part of broader regional infrastructure and economic integration initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: China–Kyrgyzstan–Uzbekistan transport corridor
Target entity description: The China–Kyrgyzstan–Uzbekistan transport corridor is a strategic transnational route designed to enhance trade and connectivity between China and Central Asia as part of broader regional infrastructure and economic integration initiatives.
  • A. 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.
  • B. Trans-Caspian International Transport Route
    The Trans-Caspian International Transport Route is a major multimodal trade corridor linking China and Europe via Central Asia, the Caspian Sea, the South Caucasus, and Turkey, offering an alternative to traditional northern routes.
  • C. 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.
  • D. 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.
  • E. Bishkek–Almaty road
    The Bishkek–Almaty road is a major international highway linking Kyrgyzstan’s capital Bishkek with Kazakhstan’s largest city Almaty, serving as a key regional trade and transit route in Central Asia.
  • 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_69e0c458133481908ae8b41a12c4edec completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9ec254081909a703056022f4f45 completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cfec1aac8190a2d0e44aef54e7f1 completed May 17, 2026, 2:25 p.m.
NEDg Description generation batch_6a09d0b09b7c8190ada49df657da33b0 completed May 17, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a09d131109c81909183c84c31f66b5a completed May 17, 2026, 2:31 p.m.
Created at: April 16, 2026, 6:08 p.m.