Triple

T19524220
Position Surface form Disambiguated ID Type / Status
Subject Riga bus lines E488478 entity
Predicate usesTicketingSystem P1740 FINISHED
Object Rīgas satiksme e-ticket — 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: Rīgas satiksme e-ticket | Statement: [Riga bus lines, usesTicketingSystem, Rīgas satiksme e-ticket]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rīgas satiksme e-ticket
Context triple: [Riga bus lines, usesTicketingSystem, Rīgas satiksme e-ticket]
  • A. Riga International Bus Station
    Riga International Bus Station is the main intercity and international coach terminal in Riga, Latvia, serving as a key transport hub connecting the city with destinations across the country and abroad.
  • B. Riga bus lines
    Riga bus lines are the network of public bus routes serving Riga, Latvia, connecting the city center with its various districts and surrounding areas.
  • C. Moscow unified ticketing system
    The Moscow unified ticketing system is an integrated public transport payment system that allows passengers to use a single fare medium across Moscow’s metro, buses, trams, and other transit services.
  • D. Riga Central Station
    Riga Central Station is the main railway hub of Latvia’s capital, serving as the city’s primary domestic and international train terminal.
  • E. Liepāja railway station
    Liepāja railway station is the main passenger and freight rail hub serving the port city of Liepāja in western Latvia.
  • 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: Rīgas satiksme e-ticket
Target entity description: Rīgas satiksme e-ticket is an electronic public transport ticketing system used in Riga, Latvia, allowing passengers to pay for and validate rides on city buses and other municipal transit services.
  • A. Riga International Bus Station
    Riga International Bus Station is the main intercity and international coach terminal in Riga, Latvia, serving as a key transport hub connecting the city with destinations across the country and abroad.
  • B. Riga bus lines
    Riga bus lines are the network of public bus routes serving Riga, Latvia, connecting the city center with its various districts and surrounding areas.
  • C. Moscow unified ticketing system
    The Moscow unified ticketing system is an integrated public transport payment system that allows passengers to use a single fare medium across Moscow’s metro, buses, trams, and other transit services.
  • D. Riga Central Station
    Riga Central Station is the main railway hub of Latvia’s capital, serving as the city’s primary domestic and international train terminal.
  • E. Liepāja railway station
    Liepāja railway station is the main passenger and freight rail hub serving the port city of Liepāja in western Latvia.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e636392444819094f6a2aa1cdf3d42 completed April 20, 2026, 2:20 p.m.
Created at: April 10, 2026, 1:41 p.m.