Triple

T19524125
Position Surface form Disambiguated ID Type / Status
Subject Riga tram lines E488476 entity
Predicate ticketing P395 FINISHED
Object electronic ticket system e-talons
The electronic ticket system e-talons is a contactless smart card and e-ticketing platform used for fare payment and validation on public transport services in Riga, Latvia.
E1379896 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: electronic ticket system e-talons | Statement: [Riga tram lines, ticketing, electronic ticket system e-talons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: electronic ticket system e-talons
Context triple: [Riga tram lines, ticketing, electronic ticket system e-talons]
  • A. HSL ticketing system
    The HSL ticketing system is the integrated fare and ticketing network used for public transportation in the Helsinki region, covering buses, trams, metro, commuter trains, and ferries.
  • B. Telecharge ticketing service
    Telecharge ticketing service is a major theater ticketing platform in the United States, best known for selling Broadway and off-Broadway tickets, particularly for productions in Shubert-owned venues.
  • C. mTicket mobile app
    The mTicket mobile app is a digital ticketing platform that allows riders to purchase, store, and display fares for MBTA Commuter Rail services directly on their smartphones.
  • D. Transportation and Ticket Center
    The Transportation and Ticket Center is Walt Disney World's primary transit and ticketing hub, where guests park, purchase admission, and transfer via monorail or ferryboat to the Magic Kingdom and other resort areas.
  • E. Citura ticketing system
    The Citura ticketing system is the integrated public transport fare and validation platform used across Reims’ tram and bus network.
  • 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: electronic ticket system e-talons
Triple: [Riga tram lines, ticketing, electronic ticket system e-talons]
Generated description
The electronic ticket system e-talons is a contactless smart card and e-ticketing platform used for fare payment and validation on public transport services in Riga, Latvia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: electronic ticket system e-talons
Target entity description: The electronic ticket system e-talons is a contactless smart card and e-ticketing platform used for fare payment and validation on public transport services in Riga, Latvia.
  • A. HSL ticketing system
    The HSL ticketing system is the integrated fare and ticketing network used for public transportation in the Helsinki region, covering buses, trams, metro, commuter trains, and ferries.
  • B. Telecharge ticketing service
    Telecharge ticketing service is a major theater ticketing platform in the United States, best known for selling Broadway and off-Broadway tickets, particularly for productions in Shubert-owned venues.
  • C. mTicket mobile app
    The mTicket mobile app is a digital ticketing platform that allows riders to purchase, store, and display fares for MBTA Commuter Rail services directly on their smartphones.
  • D. Transportation and Ticket Center
    The Transportation and Ticket Center is Walt Disney World's primary transit and ticketing hub, where guests park, purchase admission, and transfer via monorail or ferryboat to the Magic Kingdom and other resort areas.
  • E. Citura ticketing system
    The Citura ticketing system is the integrated public transport fare and validation platform used across Reims’ tram and bus network.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e636392444819094f6a2aa1cdf3d42 completed April 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07472cadd88190a7306b8891141157 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a07484fcb28819082922c817170d118 completed May 15, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_6a07492428bc819084dad08d711679a5 completed May 15, 2026, 4:26 p.m.
Created at: April 10, 2026, 1:41 p.m.