Triple

T22611063
Position Surface form Disambiguated ID Type / Status
Subject China–Kazakhstan border E566701 entity
Predicate hasRailwayCrossing P84289 FINISHED
Object Alashankou–Dostyk railway crossing
The Alashankou–Dostyk railway crossing is a major rail border gateway between China and Kazakhstan that forms a key link in trans-Eurasian freight and passenger transport corridors.
 E1546148 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: Alashankou–Dostyk railway crossing | Statement: [China–Kazakhstan border, hasRailwayCrossing, Alashankou–Dostyk railway crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alashankou–Dostyk railway crossing
Context triple: [China–Kazakhstan border, hasRailwayCrossing, Alashankou–Dostyk railway crossing]
  • A. Manzhouli–Zabaykalsk crossing
    The Manzhouli–Zabaykalsk crossing is a major rail and road gateway between northeastern China and eastern Russia, serving as a key hub for trans-Eurasian trade and transport.
  • B. Suifenhe–Pogranichny crossing
    The Suifenhe–Pogranichny crossing is a major rail and road border checkpoint between Russia and China that serves as an important hub for bilateral trade and transportation.
  • C. Hunchun–Khasan crossing
    The Hunchun–Khasan crossing is an international rail and road border checkpoint linking Russia and China near the Tumen River in the Russian Far East.
  • D. Lianyungang–Khorgas Railway
    The Lianyungang–Khorgas Railway is a major east–west rail corridor in China that links the eastern coastal city of Lianyungang with the border town of Khorgas, facilitating transcontinental freight transport between China and Central Asia/Europe.
  • E. Blagoveshchensk–Heihe Bridge
    The Blagoveshchensk–Heihe Bridge is a cross-border road bridge over the Amur River linking the Russian city of Blagoveshchensk with the Chinese city of Heihe, enhancing transport and trade between the two countries.
  • 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: Alashankou–Dostyk railway crossing
Triple: [China–Kazakhstan border, hasRailwayCrossing, Alashankou–Dostyk railway crossing]
Generated description
The Alashankou–Dostyk railway crossing is a major rail border gateway between China and Kazakhstan that forms a key link in trans-Eurasian freight and passenger transport corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alashankou–Dostyk railway crossing
Target entity description: The Alashankou–Dostyk railway crossing is a major rail border gateway between China and Kazakhstan that forms a key link in trans-Eurasian freight and passenger transport corridors.
  • A. Manzhouli–Zabaykalsk crossing
    The Manzhouli–Zabaykalsk crossing is a major rail and road gateway between northeastern China and eastern Russia, serving as a key hub for trans-Eurasian trade and transport.
  • B. Suifenhe–Pogranichny crossing
    The Suifenhe–Pogranichny crossing is a major rail and road border checkpoint between Russia and China that serves as an important hub for bilateral trade and transportation.
  • C. Hunchun–Khasan crossing
    The Hunchun–Khasan crossing is an international rail and road border checkpoint linking Russia and China near the Tumen River in the Russian Far East.
  • D. Lianyungang–Khorgas Railway
    The Lianyungang–Khorgas Railway is a major east–west rail corridor in China that links the eastern coastal city of Lianyungang with the border town of Khorgas, facilitating transcontinental freight transport between China and Central Asia/Europe.
  • E. Blagoveshchensk–Heihe Bridge
    The Blagoveshchensk–Heihe Bridge is a cross-border road bridge over the Amur River linking the Russian city of Blagoveshchensk with the Chinese city of Heihe, enhancing transport and trade between the two countries.
  • 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_69e245884860819081046ce07d5872c4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f167ea291c8190ba73ba678089f75d completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4dfb3bbc8190a80293adab818937 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b4f24dd9c81908f6907c75d4c6da7 completed May 18, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fffea548190b0c3d9cce1c89aa9 completed May 18, 2026, 5:44 p.m.
Created at: April 17, 2026, 2:56 p.m.