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.