Triple

T22953003
Position Surface form Disambiguated ID Type / Status
Subject China–Mongolia border E570073 entity
Predicate borderCrossing P4105 FINISHED
Object Erenhot–Zamyn-Üüd border crossing
The Erenhot–Zamyn-Üüd border crossing is a major road and rail gateway between China and Mongolia, serving as a key hub for trade and transit along the China–Mongolia corridor.
 E1562757 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: Erenhot–Zamyn-Üüd border crossing | Statement: [China–Mongolia border, borderCrossing, Erenhot–Zamyn-Üüd border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Erenhot–Zamyn-Üüd border crossing
Context triple: [China–Mongolia border, borderCrossing, Erenhot–Zamyn-Üüd border crossing]
  • A. Khorgos border crossing
    Khorgos border crossing is a major land port and trade gateway between China and Kazakhstan, serving as a key hub on the modern Silk Road and China’s Belt and Road Initiative.
  • B. 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.
  • C. Mongolia–Russia border
    The Mongolia–Russia border is the long international boundary separating Mongolia from the Russian Federation across the steppes, mountains, and river valleys of Central and North Asia.
  • D. Sarakhs border crossing
    Sarakhs border crossing is a major land gateway between Iran and Turkmenistan that facilitates regional trade and transit in northeastern Iran.
  • E. 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.
  • 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: Erenhot–Zamyn-Üüd border crossing
Triple: [China–Mongolia border, borderCrossing, Erenhot–Zamyn-Üüd border crossing]
Generated description
The Erenhot–Zamyn-Üüd border crossing is a major road and rail gateway between China and Mongolia, serving as a key hub for trade and transit along the China–Mongolia corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Erenhot–Zamyn-Üüd border crossing
Target entity description: The Erenhot–Zamyn-Üüd border crossing is a major road and rail gateway between China and Mongolia, serving as a key hub for trade and transit along the China–Mongolia corridor.
  • A. Khorgos border crossing
    Khorgos border crossing is a major land port and trade gateway between China and Kazakhstan, serving as a key hub on the modern Silk Road and China’s Belt and Road Initiative.
  • B. 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.
  • C. Mongolia–Russia border
    The Mongolia–Russia border is the long international boundary separating Mongolia from the Russian Federation across the steppes, mountains, and river valleys of Central and North Asia.
  • D. Sarakhs border crossing
    Sarakhs border crossing is a major land gateway between Iran and Turkmenistan that facilitates regional trade and transit in northeastern Iran.
  • E. 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.
  • 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_69e2459199d08190a8184ee2aa935842 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181a34c30819099ff4812500a0991 completed April 29, 2026, 3:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca19d3088190b62c3c71d7c5fa47 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcaf9d50481908e4c451048f4018a completed May 19, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcb5f72708190b4829fd6c3447879 completed May 19, 2026, 2:30 a.m.
Created at: April 17, 2026, 3:46 p.m.