Triple
T17802954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Villefranche-sur-Mer |
E444478
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Gare de Villefranche-sur-Mer
Gare de Villefranche-sur-Mer is a coastal railway station on the French Riviera serving the town of Villefranche-sur-Mer and connecting it to nearby cities such as Nice and Monaco.
|
E1288322
|
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: Gare de Villefranche-sur-Mer | Statement: [Villefranche-sur-Mer, hasRailwayStation, Gare de Villefranche-sur-Mer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gare de Villefranche-sur-Mer Context triple: [Villefranche-sur-Mer, hasRailwayStation, Gare de Villefranche-sur-Mer]
-
A.
Cagnes-sur-Mer station
Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
-
B.
Gare d’Antibes
Gare d’Antibes is the main railway station serving the coastal town of Antibes on the French Riviera, providing regional and long-distance train connections.
-
C.
Gare de Beaulieu-sur-Mer
Gare de Beaulieu-sur-Mer is a coastal railway station on the French Riviera that serves the town of Beaulieu-sur-Mer with regional TER train connections.
-
D.
Fréjus railway station
Fréjus railway station is a regional train station in the town of Fréjus in southeastern France, serving as a local stop on the rail line along the Mediterranean coast.
-
E.
Gare de Banyuls-sur-Mer
Gare de Banyuls-sur-Mer is the main railway station serving the coastal town of Banyuls-sur-Mer in southern France, providing regional train connections along the Mediterranean line.
- 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: Gare de Villefranche-sur-Mer Triple: [Villefranche-sur-Mer, hasRailwayStation, Gare de Villefranche-sur-Mer]
Generated description
Gare de Villefranche-sur-Mer is a coastal railway station on the French Riviera serving the town of Villefranche-sur-Mer and connecting it to nearby cities such as Nice and Monaco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gare de Villefranche-sur-Mer Target entity description: Gare de Villefranche-sur-Mer is a coastal railway station on the French Riviera serving the town of Villefranche-sur-Mer and connecting it to nearby cities such as Nice and Monaco.
-
A.
Cagnes-sur-Mer station
Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
-
B.
Gare d’Antibes
Gare d’Antibes is the main railway station serving the coastal town of Antibes on the French Riviera, providing regional and long-distance train connections.
-
C.
Gare de Beaulieu-sur-Mer
Gare de Beaulieu-sur-Mer is a coastal railway station on the French Riviera that serves the town of Beaulieu-sur-Mer with regional TER train connections.
-
D.
Fréjus railway station
Fréjus railway station is a regional train station in the town of Fréjus in southeastern France, serving as a local stop on the rail line along the Mediterranean coast.
-
E.
Gare de Banyuls-sur-Mer
Gare de Banyuls-sur-Mer is the main railway station serving the coastal town of Banyuls-sur-Mer in southern France, providing regional train connections along the Mediterranean line.
- 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_69d8b9efe370819095cd219b143ae727 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4880171608190be2088c7a387bfb7 |
completed | April 19, 2026, 7:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02f8429de481909fd0c906e49bacb7 |
completed | May 12, 2026, 9:52 a.m. |
| NEDg | Description generation | batch_6a02f8ca36588190a1d5de8494777d61 |
completed | May 12, 2026, 9:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f9de0ae48190816002a5d32718a1 |
completed | May 12, 2026, 9:58 a.m. |
Created at: April 10, 2026, 10:13 a.m.