Triple

T12525614
Position Surface form Disambiguated ID Type / Status
Subject Oral E299430 entity
Predicate hasNearbyBorderCrossing P27684 FINISHED
Object Kazakhstan–Russia border
The Kazakhstan–Russia border is a vast international boundary in Central Asia separating Kazakhstan from the Russian Federation, spanning diverse steppe and river landscapes and serving as a major corridor for regional trade and transit.
E988241 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: Kazakhstan–Russia border | Statement: [Oral, hasNearbyBorderCrossing, Kazakhstan–Russia border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kazakhstan–Russia border
Context triple: [Oral, hasNearbyBorderCrossing, Kazakhstan–Russia border]
  • A. Kazakhstan–Kyrgyzstan border
    The Kazakhstan–Kyrgyzstan border is a long Central Asian international boundary running largely through mountainous terrain, including sections of the Tian Shan range, that separates the Republic of Kazakhstan from the Kyrgyz Republic.
  • B. Kazakhstan-Uzbekistan border region
    The Kazakhstan-Uzbekistan border region is a Central Asian frontier area characterized by arid steppe and desert landscapes, shared cultural and economic ties, and strategic importance for both countries.
  • C. China–Kazakhstan border
    The China–Kazakhstan border is an international boundary in Central Asia separating China’s Xinjiang region from Kazakhstan, running through remote mountains, steppes, and lakes.
  • D. Russia–China border
    The Russia–China border is the long international boundary separating the Russian Federation and the People’s Republic of China, stretching thousands of kilometers across rivers, mountains, and remote terrain in Northeast and Central Asia.
  • E. Russia–Azerbaijan border
    The Russia–Azerbaijan border is an international boundary in the eastern Caucasus region separating the Russian Federation from the Republic of Azerbaijan.
  • 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: Kazakhstan–Russia border
Triple: [Oral, hasNearbyBorderCrossing, Kazakhstan–Russia border]
Generated description
The Kazakhstan–Russia border is a vast international boundary in Central Asia separating Kazakhstan from the Russian Federation, spanning diverse steppe and river landscapes and serving as a major corridor for regional trade and transit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kazakhstan–Russia border
Target entity description: The Kazakhstan–Russia border is a vast international boundary in Central Asia separating Kazakhstan from the Russian Federation, spanning diverse steppe and river landscapes and serving as a major corridor for regional trade and transit.
  • A. Kazakhstan–Kyrgyzstan border
    The Kazakhstan–Kyrgyzstan border is a long Central Asian international boundary running largely through mountainous terrain, including sections of the Tian Shan range, that separates the Republic of Kazakhstan from the Kyrgyz Republic.
  • B. Kazakhstan-Uzbekistan border region
    The Kazakhstan-Uzbekistan border region is a Central Asian frontier area characterized by arid steppe and desert landscapes, shared cultural and economic ties, and strategic importance for both countries.
  • C. China–Kazakhstan border
    The China–Kazakhstan border is an international boundary in Central Asia separating China’s Xinjiang region from Kazakhstan, running through remote mountains, steppes, and lakes.
  • D. Russia–China border
    The Russia–China border is the long international boundary separating the Russian Federation and the People’s Republic of China, stretching thousands of kilometers across rivers, mountains, and remote terrain in Northeast and Central Asia.
  • E. Russia–Azerbaijan border
    The Russia–Azerbaijan border is an international boundary in the eastern Caucasus region separating the Russian Federation from the Republic of Azerbaijan.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545d7e6c819080c3a85c18caa1ae completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc393808190add527030a928517 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c535c9881908e5bf07d13fa73c5 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f6508afef08190ac7a19b1ee90141e completed May 2, 2026, 7:29 p.m.
Created at: April 8, 2026, 9:57 p.m.