Triple

T17325691
Position Surface form Disambiguated ID Type / Status
Subject Chuy Region E420680 entity
Predicate hasTransportCorridor P3034 FINISHED
Object 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.
E1263474 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–Almaty road | Statement: [Chuy Region, hasTransportCorridor, Bishkek–Almaty road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bishkek–Almaty road
Context triple: [Chuy Region, hasTransportCorridor, Bishkek–Almaty road]
  • A. 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.
  • 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. 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. 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.
  • E. 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.
  • 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–Almaty road
Triple: [Chuy Region, hasTransportCorridor, Bishkek–Almaty road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bishkek–Almaty road
Target entity description: 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.
  • A. 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.
  • 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. 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. 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.
  • E. 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.
  • 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_69d889d3adc881909319f1edb8d2a956 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e439d24e548190a766dd246a4d63d4 completed April 19, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a018c4c2dc08190b60982abc9ac7c9c completed May 11, 2026, 7:59 a.m.
NEDg Description generation batch_6a018f2358b481908226aa84a7bd9d7f completed May 11, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0190125abc8190ad4d1f500e3513b3 completed May 11, 2026, 8:15 a.m.
Created at: April 10, 2026, 5:43 a.m.