Triple
T19524210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riga bus lines |
E488478
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object | Rīgas satiksme |
—
|
NE NERFINISHED |
How this triple was built (2 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 | Statement: [Riga bus lines, operatedBy, Rīgas satiksme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rīgas satiksme Context triple: [Riga bus lines, operatedBy, Rīgas satiksme]
-
A.
Rīgas satiksme
chosen
Rīgas satiksme is the municipal public transport company of Riga, Latvia, responsible for operating the city’s buses, trams, and trolleybuses.
-
B.
Riga public transport network
The Riga public transport network is the integrated system of trams, buses, trolleybuses, and related services that provides urban and suburban mobility across Latvia’s capital city.
-
C.
Riga minibuses
Riga minibuses are a network of smaller, often privately operated public transport vehicles in Riga that complement the main bus system by serving additional routes and providing more frequent or flexible service.
-
D.
Riga-Pļavnieki
Riga-Pļavnieki is a residential district of Latvia’s capital city, Riga, known for its large Soviet-era apartment blocks and dense urban layout.
-
E.
Rīgas satiksme e-ticket
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.