Triple

T13039757
Position Surface form Disambiguated ID Type / Status
Subject Serbia and Bulgaria E327159 entity
Predicate hasBorderCrossing P4105 FINISHED
Object 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.
E1017185 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: Kalotina–Gradina border crossing | Statement: [Serbia and Bulgaria, hasBorderCrossing, Kalotina–Gradina border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalotina–Gradina border crossing
Context triple: [Serbia and Bulgaria, hasBorderCrossing, Kalotina–Gradina border crossing]
  • A. 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.
  • B. Sculeni border crossing
    Sculeni border crossing is a major road checkpoint on the Romania–Moldova border, facilitating international travel and trade between the two countries.
  • C. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • D. Zlatograd–Thermes border crossing
    The Zlatograd–Thermes border crossing is a road checkpoint in the Rhodope Mountains that connects the Bulgarian town of Zlatograd with the Greek village of Thermes, facilitating regional travel and trade between the two countries.
  • 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: Kalotina–Gradina border crossing
Triple: [Serbia and Bulgaria, hasBorderCrossing, Kalotina–Gradina border crossing]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalotina–Gradina border crossing
Target entity description: 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.
  • A. 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.
  • B. Sculeni border crossing
    Sculeni border crossing is a major road checkpoint on the Romania–Moldova border, facilitating international travel and trade between the two countries.
  • C. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • D. Zlatograd–Thermes border crossing
    The Zlatograd–Thermes border crossing is a road checkpoint in the Rhodope Mountains that connects the Bulgarian town of Zlatograd with the Greek village of Thermes, facilitating regional travel and trade between the two countries.
  • 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_69f6cbd2f6a481909fdd418e7ad3cc22 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd0d21e08190855dcbee000fc25d completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce6b220c8190b1f49a9b2bfce692 completed May 3, 2026, 4:26 a.m.
Created at: April 9, 2026, 8:55 p.m.