Triple

T13039762
Position Surface form Disambiguated ID Type / Status
Subject Serbia and Bulgaria E327159 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Bregovo–Mokranje border crossing
The Bregovo–Mokranje border crossing is an international road checkpoint linking eastern Serbia and northwestern Bulgaria, facilitating cross-border travel and trade between the two countries.
 E1021711 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: Bregovo–Mokranje border crossing | Statement: [Serbia and Bulgaria, hasBorderCrossing, Bregovo–Mokranje border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bregovo–Mokranje border crossing
Context triple: [Serbia and Bulgaria, hasBorderCrossing, Bregovo–Mokranje border crossing]
  • A. Kalotina–Gradina border crossing
    The Kalotina–Gradina border crossing is a major road checkpoint and transit route between Serbia and Bulgaria, serving as a key gateway on the corridor linking Central Europe with Istanbul and the Middle East.
  • B. Strezimirovci border crossing
    Strezimirovci border crossing is a road checkpoint and official crossing point between Serbia and Bulgaria, serving local and regional cross-border traffic.
  • C. Tarvisio–Thörl-Maglern border crossing
    The Tarvisio–Thörl-Maglern border crossing is a major road and rail gateway in the Alps linking northeastern Italy with southern Austria near the town of Tarvisio.
  • D. Svilengrad–Ormenio border crossing
    The Svilengrad–Ormenio border crossing is a major road and rail checkpoint linking southern Bulgaria and northeastern Greece, serving as an important transit route between Central Europe and the Aegean region.
  • E. Rozvadov–Waidhaus border crossing
    The Rozvadov–Waidhaus border crossing is a major road crossing point between the Czech Republic and Germany, situated on the route connecting Plzeň and Nuremberg.
  • 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: Bregovo–Mokranje border crossing
Triple: [Serbia and Bulgaria, hasBorderCrossing, Bregovo–Mokranje border crossing]
Generated description
The Bregovo–Mokranje border crossing is an international road checkpoint linking eastern Serbia and northwestern Bulgaria, facilitating cross-border travel and trade between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bregovo–Mokranje border crossing
Target entity description: The Bregovo–Mokranje border crossing is an international road checkpoint linking eastern Serbia and northwestern Bulgaria, facilitating cross-border travel and trade between the two countries.
  • A. Kalotina–Gradina border crossing
    The Kalotina–Gradina border crossing is a major road checkpoint and transit route between Serbia and Bulgaria, serving as a key gateway on the corridor linking Central Europe with Istanbul and the Middle East.
  • B. Strezimirovci border crossing
    Strezimirovci border crossing is a road checkpoint and official crossing point between Serbia and Bulgaria, serving local and regional cross-border traffic.
  • C. Tarvisio–Thörl-Maglern border crossing
    The Tarvisio–Thörl-Maglern border crossing is a major road and rail gateway in the Alps linking northeastern Italy with southern Austria near the town of Tarvisio.
  • D. Svilengrad–Ormenio border crossing
    The Svilengrad–Ormenio border crossing is a major road and rail checkpoint linking southern Bulgaria and northeastern Greece, serving as an important transit route between Central Europe and the Aegean region.
  • E. Rozvadov–Waidhaus border crossing
    The Rozvadov–Waidhaus border crossing is a major road crossing point between the Czech Republic and Germany, situated on the route connecting Plzeň and Nuremberg.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804d8e3081909584c93df099859a completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e269c18481908e0b46c298a946ca completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e32bf5508190b4dc58971f8f64d0 completed May 3, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69f6e40a13c8819084daf9b77b46a181 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 8:55 p.m.