Triple

T17591462
Position Surface form Disambiguated ID Type / Status
Subject North Macedonia–Bulgaria border E428458 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Delčevo–Stanke Lisichkovo 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: Delčevo–Stanke Lisichkovo border crossing | Statement: [North Macedonia–Bulgaria border, hasBorderCrossing, Delčevo–Stanke Lisichkovo border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Delčevo–Stanke Lisichkovo border crossing
Context triple: [North Macedonia–Bulgaria border, hasBorderCrossing, Delčevo–Stanke Lisichkovo border crossing]
  • A. Novo Selo–Zlatarevo border crossing
    Novo Selo–Zlatarevo border crossing is a road border checkpoint linking southwestern North Macedonia with southwestern Bulgaria, facilitating regional travel and trade between the two countries.
  • B. Tushemisht–Sveti Naum border crossing
    The Tushemisht–Sveti Naum border crossing is a road checkpoint between Albania and North Macedonia located near Lake Ohrid, serving as a gateway for regional tourism and local transit.
  • C. 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.
  • D. 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.
  • E. Ivaylovgrad–Kiprinos border crossing
    The Ivaylovgrad–Kiprinos border crossing is a road checkpoint linking southeastern Bulgaria and northeastern Greece, facilitating regional travel and trade between the two countries.
  • 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: Delčevo–Stanke Lisichkovo border crossing
Target entity description: The Delčevo–Stanke Lisichkovo border crossing is an international road checkpoint linking eastern North Macedonia with western Bulgaria, facilitating regional travel and trade between the two countries.
  • A. Novo Selo–Zlatarevo border crossing
    Novo Selo–Zlatarevo border crossing is a road border checkpoint linking southwestern North Macedonia with southwestern Bulgaria, facilitating regional travel and trade between the two countries.
  • B. Tushemisht–Sveti Naum border crossing
    The Tushemisht–Sveti Naum border crossing is a road checkpoint between Albania and North Macedonia located near Lake Ohrid, serving as a gateway for regional tourism and local transit.
  • C. 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.
  • D. 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.
  • E. Ivaylovgrad–Kiprinos border crossing
    The Ivaylovgrad–Kiprinos border crossing is a road checkpoint linking southeastern Bulgaria and northeastern Greece, facilitating regional travel and trade between the two countries.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e469e79dac8190953a1ce8fc015b20 completed April 19, 2026, 5:36 a.m.
Created at: April 10, 2026, 5:51 a.m.