Triple

T7908704
Position Surface form Disambiguated ID Type / Status
Subject European route E80 E183642 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Montenegro–Kosovo border
The Montenegro–Kosovo border is an international boundary in the western Balkans that separates the countries of Montenegro and Kosovo and includes several road crossings used for regional transit.
 E708675 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: Montenegro–Kosovo border | Statement: [European route E80, hasBorderCrossing, Montenegro–Kosovo border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Montenegro–Kosovo border
Context triple: [European route E80, hasBorderCrossing, Montenegro–Kosovo border]
  • A. Montenegro–Serbia border
    The Montenegro–Serbia border is the international land boundary separating the Balkan countries of Montenegro and Serbia, running largely through mountainous terrain.
  • B. Montenegro–Albania border
    The Montenegro–Albania border is an international boundary in the western Balkans that runs through rugged terrain, including high mountain ranges and remote rural areas, separating the Adriatic-facing state of Montenegro from its southeastern neighbor Albania.
  • C. Bosnia and Herzegovina–Montenegro border
    The Bosnia and Herzegovina–Montenegro border is an international land boundary in the western Balkans separating Bosnia and Herzegovina from Montenegro through predominantly mountainous terrain.
  • D. Albania–Kosovo border
    The Albania–Kosovo border is a mountainous international boundary in the western Balkans, much of which runs through the rugged Prokletije (Accursed) Mountains.
  • E. Kosovo–North Macedonia border
    The Kosovo–North Macedonia border is an international land boundary in the Balkans that serves as a key transit corridor between the two countries, including major road and trade routes.
  • 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: Montenegro–Kosovo border
Triple: [European route E80, hasBorderCrossing, Montenegro–Kosovo border]
Generated description
The Montenegro–Kosovo border is an international boundary in the western Balkans that separates the countries of Montenegro and Kosovo and includes several road crossings used for regional transit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Montenegro–Kosovo border
Target entity description: The Montenegro–Kosovo border is an international boundary in the western Balkans that separates the countries of Montenegro and Kosovo and includes several road crossings used for regional transit.
  • A. Montenegro–Serbia border
    The Montenegro–Serbia border is the international land boundary separating the Balkan countries of Montenegro and Serbia, running largely through mountainous terrain.
  • B. Montenegro–Albania border
    The Montenegro–Albania border is an international boundary in the western Balkans that runs through rugged terrain, including high mountain ranges and remote rural areas, separating the Adriatic-facing state of Montenegro from its southeastern neighbor Albania.
  • C. Bosnia and Herzegovina–Montenegro border
    The Bosnia and Herzegovina–Montenegro border is an international land boundary in the western Balkans separating Bosnia and Herzegovina from Montenegro through predominantly mountainous terrain.
  • D. Albania–Kosovo border
    The Albania–Kosovo border is a mountainous international boundary in the western Balkans, much of which runs through the rugged Prokletije (Accursed) Mountains.
  • E. Kosovo–North Macedonia border
    The Kosovo–North Macedonia border is an international land boundary in the Balkans that serves as a key transit corridor between the two countries, including major road and trade routes.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a5c85ac81908de2ca387826ea2f completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5634f3c48190a801945317e4883d completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc5ca6efbc819082f4c643446da354 completed March 31, 2026, 11:45 p.m.
NED2 Entity disambiguation (via description) batch_69cc5d6d93f08190b17d6c7a4fad2cf0 completed March 31, 2026, 11:49 p.m.
Created at: March 30, 2026, 5:03 p.m.