Triple
T20941517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TAN public transport network |
E515732
|
entity |
| Predicate | hasWaterBusService |
P30292
|
FINISHED |
| Object | Navibus Loire |
—
|
NE NERFINISHED |
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: Navibus Loire | Statement: [TAN public transport network, hasWaterBusService, Navibus Loire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Navibus Loire Context triple: [TAN public transport network, hasWaterBusService, Navibus Loire]
-
A.
Orléans tramway
The Orléans tramway is a modern light rail system serving the city of Orléans, France, providing efficient urban and suburban public transportation.
-
B.
duc de Tallard
The duc de Tallard was a French noble title most notably held by Camille d’Hostun de la Baume, a prominent general and marshal of France during the late 17th and early 18th centuries.
-
C.
Nantes Busway
Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
-
D.
Nantes tramway
The Nantes tramway is a modern light rail network in Nantes, France, that serves as a key component of the city's public transportation system.
-
E.
Viroflay–Rive-Droite
Viroflay–Rive-Droite is a suburban railway station in Viroflay, France, serving Paris commuter traffic on the Transilien network.
- 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: Navibus Loire Target entity description: Navibus Loire is a river shuttle service operating on the Loire in Nantes as part of the TAN public transport network.
-
A.
Orléans tramway
The Orléans tramway is a modern light rail system serving the city of Orléans, France, providing efficient urban and suburban public transportation.
-
B.
duc de Tallard
The duc de Tallard was a French noble title most notably held by Camille d’Hostun de la Baume, a prominent general and marshal of France during the late 17th and early 18th centuries.
-
C.
Nantes Busway
Nantes Busway is a high-capacity bus rapid transit system in Nantes, France, designed to provide tram-like service with dedicated lanes and frequent operations.
-
D.
Nantes tramway
The Nantes tramway is a modern light rail network in Nantes, France, that serves as a key component of the city's public transportation system.
-
E.
Viroflay–Rive-Droite
Viroflay–Rive-Droite is a suburban railway station in Viroflay, France, serving Paris commuter traffic on the Transilien network.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasWaterBusService Context triple: [TAN public transport network, hasWaterBusService, Navibus Loire]
-
A.
hasBusServices
Indicates that one location or entity is served by bus routes or bus transportation provided by another.
-
B.
hasPublicTransitFunction
Indicates that something serves a role or provides a service related to public transportation operations or infrastructure.
-
C.
hasFerryService
Indicates that there is an operational ferry connection or transport service available between the related locations or entities.
-
D.
hasPublicTransitServiceLevel
Indicates the level or quality of public transit service provided to or available at a given location or entity.
-
E.
hasFormOfPublicTransit
chosen
Indicates that one entity provides or is associated with a particular type or mode of public transportation for another entity or context.
- F. None of above.
Provenance (3 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_69e0b4fc13408190b06868df03c5c29b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6f955f0148190ae42278ad5c0f363 |
completed | April 21, 2026, 4:13 a.m. |
| PD | Predicate disambiguation | batch_69e5c9b1bae48190a845165fed1b005e |
completed | April 20, 2026, 6:37 a.m. |
Created at: April 16, 2026, 12:50 p.m.