Triple

T22611059
Position Surface form Disambiguated ID Type / Status
Subject China–Kazakhstan border E566701 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Khorgos border crossing — NE NERFINISHED

How this triple was built (3 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: Khorgos border crossing | Statement: [China–Kazakhstan border, hasBorderCrossing, Khorgos border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khorgos border crossing
Context triple: [China–Kazakhstan border, hasBorderCrossing, Khorgos border crossing]
  • A. Sarakhs border crossing
    Sarakhs border crossing is a major land gateway between Iran and Turkmenistan that facilitates regional trade and transit in northeastern Iran.
  • B. Astara border crossing
    The Astara border crossing is a key land checkpoint and trade route between Iran and Azerbaijan, facilitating significant passenger and freight traffic in the South Caucasus region.
  • C. Gyueshevo border crossing
    Gyueshevo border crossing is a key checkpoint on the Bulgaria–North Macedonia border, serving as an important route for international road and rail traffic between the two countries.
  • D. Ishkashim border crossing
    The Ishkashim border crossing is a remote mountain checkpoint linking Afghanistan and Tajikistan in the Wakhan region, serving as a key local gateway for trade and travel across the Panj River.
  • E. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khorgos border crossing
Target entity description: 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.
  • A. Sarakhs border crossing
    Sarakhs border crossing is a major land gateway between Iran and Turkmenistan that facilitates regional trade and transit in northeastern Iran.
  • B. Astara border crossing
    The Astara border crossing is a key land checkpoint and trade route between Iran and Azerbaijan, facilitating significant passenger and freight traffic in the South Caucasus region.
  • C. Gyueshevo border crossing
    Gyueshevo border crossing is a key checkpoint on the Bulgaria–North Macedonia border, serving as an important route for international road and rail traffic between the two countries.
  • D. Ishkashim border crossing
    The Ishkashim border crossing is a remote mountain checkpoint linking Afghanistan and Tajikistan in the Wakhan region, serving as a key local gateway for trade and travel across the Panj River.
  • E. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • F. None of above. chosen

Provenance (2 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.
Created at: April 17, 2026, 2:56 p.m.