Triple
T19431394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valenciennes tramway |
E486120
|
entity |
| Predicate | fareSystem |
P395
|
FINISHED |
| Object | Transvilles fare network |
—
|
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: Transvilles fare network | Statement: [Valenciennes tramway, fareSystem, Transvilles fare network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transvilles fare network Context triple: [Valenciennes tramway, fareSystem, Transvilles fare 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.
Troyes local bus network
The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
-
C.
Le Mans tramway
The Le Mans tramway is a modern light rail system serving the city of Le Mans, France, providing urban public transportation across key districts and connecting major hubs.
-
D.
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.
-
E.
Metz urban transport network
The Metz urban transport network is the public transit system serving the city of Metz and its surrounding metropolitan area in northeastern France, operating buses and related services.
- 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: Transvilles fare network Target entity description: Transvilles fare network is the integrated ticketing and pricing system used for public transportation services in and around Valenciennes, France.
-
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.
Troyes local bus network
The Troyes local bus network is the primary urban public transportation system serving the city of Troyes and its surrounding areas in northeastern France.
-
C.
Le Mans tramway
The Le Mans tramway is a modern light rail system serving the city of Le Mans, France, providing urban public transportation across key districts and connecting major hubs.
-
D.
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.
-
E.
Metz urban transport network
The Metz urban transport network is the public transit system serving the city of Metz and its surrounding metropolitan area in northeastern France, operating buses and related services.
- 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_69d8e8d688f881909c85104a62e09d8a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6335b4e388190913ded15ad165b7b |
completed | April 20, 2026, 2:08 p.m. |
Created at: April 10, 2026, 1:37 p.m.