Triple

T17570022
Position Surface form Disambiguated ID Type / Status
Subject Gevgelija E427910 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Bogorodica border crossing
Bogorodica border crossing is a major road checkpoint on the North Macedonia–Greece border near Gevgelija, serving as an important transit route between the two countries.
 E1276205 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: Bogorodica border crossing | Statement: [Gevgelija, hasBorderCrossing, Bogorodica border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bogorodica border crossing
Context triple: [Gevgelija, hasBorderCrossing, Bogorodica border crossing]
  • A. Kastanies–Pazarkule border crossing
    The Kastanies–Pazarkule border crossing is a key land checkpoint between Greece and Turkey, situated near the Evros River and frequently in the spotlight during regional migration and security crises.
  • 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. Dorohusk–Yahodyn border crossing
    The Dorohusk–Yahodyn border crossing is a major international road checkpoint between Poland and Ukraine, serving as an important route for passenger and freight traffic.
  • D. 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.
  • E. Sagiada–Konispol border crossing
    The Sagiada–Konispol border crossing is a road checkpoint linking the town of Sagiada in Greece with Konispol in Albania, serving as an important regional gateway for 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.
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: Bogorodica border crossing
Triple: [Gevgelija, hasBorderCrossing, Bogorodica border crossing]
Generated description
Bogorodica border crossing is a major road checkpoint on the North Macedonia–Greece border near Gevgelija, serving as an important transit route between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bogorodica border crossing
Target entity description: Bogorodica border crossing is a major road checkpoint on the North Macedonia–Greece border near Gevgelija, serving as an important transit route between the two countries.
  • A. Kastanies–Pazarkule border crossing
    The Kastanies–Pazarkule border crossing is a key land checkpoint between Greece and Turkey, situated near the Evros River and frequently in the spotlight during regional migration and security crises.
  • 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. Dorohusk–Yahodyn border crossing
    The Dorohusk–Yahodyn border crossing is a major international road checkpoint between Poland and Ukraine, serving as an important route for passenger and freight traffic.
  • D. 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.
  • E. Sagiada–Konispol border crossing
    The Sagiada–Konispol border crossing is a road checkpoint linking the town of Sagiada in Greece with Konispol in Albania, serving as an important regional gateway for travel and trade between the two countries.
  • 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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4592fe8408190bd8fed1920ab3601 completed April 19, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01dde64fd48190bcc55054d12d652a completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01df3e20708190a7ae2fdb52b12da7 completed May 11, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a01e0075f7c819097a3459dc5c703b6 completed May 11, 2026, 1:56 p.m.
Created at: April 10, 2026, 5:50 a.m.