Triple

T12818909
Position Surface form Disambiguated ID Type / Status
Subject Bulgaria–Greece border E306474 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Makaza–Nymfaia border crossing
The Makaza–Nymfaia border crossing is a key road checkpoint linking southern Bulgaria and northeastern Greece, facilitating regional trade and tourism between the two countries.
 E1009507 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: Makaza–Nymfaia border crossing | Statement: [Bulgaria–Greece border, hasBorderCrossing, Makaza–Nymfaia border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Makaza–Nymfaia border crossing
Context triple: [Bulgaria–Greece border, hasBorderCrossing, Makaza–Nymfaia border crossing]
  • A. Kulata–Promachonas border crossing
    The Kulata–Promachonas border crossing is a major road and rail checkpoint between Bulgaria and Greece, serving as a key transit route for travelers and freight in the Balkans.
  • B. Evzoni border crossing
    Evzoni border crossing is a major road border checkpoint between Greece and North Macedonia, serving as one of the primary gateways on the route between Thessaloniki and Skopje.
  • C. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • D. Doirani border crossing
    Doirani border crossing is a road checkpoint on the Greece–North Macedonia border that facilitates cross-border travel and trade near Lake Doirani.
  • E. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • 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: Makaza–Nymfaia border crossing
Triple: [Bulgaria–Greece border, hasBorderCrossing, Makaza–Nymfaia border crossing]
Generated description
The Makaza–Nymfaia border crossing is a key road checkpoint linking southern Bulgaria and northeastern Greece, facilitating regional trade and tourism between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Makaza–Nymfaia border crossing
Target entity description: The Makaza–Nymfaia border crossing is a key road checkpoint linking southern Bulgaria and northeastern Greece, facilitating regional trade and tourism between the two countries.
  • A. Kulata–Promachonas border crossing
    The Kulata–Promachonas border crossing is a major road and rail checkpoint between Bulgaria and Greece, serving as a key transit route for travelers and freight in the Balkans.
  • B. Evzoni border crossing
    Evzoni border crossing is a major road border checkpoint between Greece and North Macedonia, serving as one of the primary gateways on the route between Thessaloniki and Skopje.
  • C. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • D. Doirani border crossing
    Doirani border crossing is a road checkpoint on the Greece–North Macedonia border that facilitates cross-border travel and trade near Lake Doirani.
  • E. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e9e5a2481908921d097df541db8 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a5466d988190ae0df2f4058287a1 completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a616f6e4819096c9850434882548 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a716bb2c81909dccc5ddbf3c92b5 completed May 3, 2026, 1:38 a.m.
Created at: April 9, 2026, 5:31 p.m.