Triple

T13449625
Position Surface form Disambiguated ID Type / Status
Subject Peshkopi E320573 entity
Predicate hasNearbyBorderCrossing P27684 FINISHED
Object Bllatë border crossing
Bllatë border crossing is an international checkpoint on the Albania–North Macedonia border serving the Peshkopi area as a key route for cross-border travel and trade.
 E1040316 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: Bllatë border crossing | Statement: [Peshkopi, hasNearbyBorderCrossing, Bllatë border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bllatë border crossing
Context triple: [Peshkopi, hasNearbyBorderCrossing, Bllatë border crossing]
  • A. 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.
  • B. Argeen border crossing
    Argeen border crossing is a major land border checkpoint facilitating road travel and trade between Egypt and Sudan.
  • C. Oltomantsi border crossing
    Oltomantsi border crossing is an international checkpoint facilitating road travel and trade between Serbia and Bulgaria.
  • D. 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.
  • E. 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.
  • 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: Bllatë border crossing
Triple: [Peshkopi, hasNearbyBorderCrossing, Bllatë border crossing]
Generated description
Bllatë border crossing is an international checkpoint on the Albania–North Macedonia border serving the Peshkopi area as a key route for cross-border travel and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bllatë border crossing
Target entity description: Bllatë border crossing is an international checkpoint on the Albania–North Macedonia border serving the Peshkopi area as a key route for cross-border travel and trade.
  • A. 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.
  • B. Argeen border crossing
    Argeen border crossing is a major land border checkpoint facilitating road travel and trade between Egypt and Sudan.
  • C. Oltomantsi border crossing
    Oltomantsi border crossing is an international checkpoint facilitating road travel and trade between Serbia and Bulgaria.
  • D. 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.
  • E. 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.
  • 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaef973b08190a3d7fe1c2a913cff completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73999f8388190b2c578e063341178 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73af2b37481908c4d282c1335fe08 completed May 3, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69f73b959de88190959335353242031b completed May 3, 2026, 12:12 p.m.
Created at: April 9, 2026, 9:41 p.m.