Triple
T17857064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saint-Laurent-du-Var |
E445966
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Saint-Laurent-du-Var railway station
Saint-Laurent-du-Var railway station is a regional train station in southeastern France serving the town of Saint-Laurent-du-Var near Nice on the Mediterranean coast.
|
E1292015
|
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: Saint-Laurent-du-Var railway station | Statement: [Saint-Laurent-du-Var, hasTransportInfrastructure, Saint-Laurent-du-Var railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saint-Laurent-du-Var railway station Context triple: [Saint-Laurent-du-Var, hasTransportInfrastructure, Saint-Laurent-du-Var railway station]
-
A.
Golfe-Juan-Vallauris railway station
Golfe-Juan-Vallauris railway station is a regional train station on the French Riviera serving the towns of Golfe-Juan and Vallauris in southeastern France.
-
B.
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.
-
C.
Villeneuve-Loubet-Plage station
Villeneuve-Loubet-Plage station is a coastal railway station in southeastern France serving the seaside area of Villeneuve-Loubet on the Mediterranean.
-
D.
Brunoy station
Brunoy station is a suburban railway station in Brunoy, France, serving as a stop on the RER D line in the southeastern outskirts of Paris.
-
E.
Mandelieu-la-Napoule railway station
Mandelieu-la-Napoule railway station is a local train stop in the commune of Mandelieu-la-Napoule on the French Riviera, serving regional rail connections along the Mediterranean coast.
- 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: Saint-Laurent-du-Var railway station Triple: [Saint-Laurent-du-Var, hasTransportInfrastructure, Saint-Laurent-du-Var railway station]
Generated description
Saint-Laurent-du-Var railway station is a regional train station in southeastern France serving the town of Saint-Laurent-du-Var near Nice on the Mediterranean coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saint-Laurent-du-Var railway station Target entity description: Saint-Laurent-du-Var railway station is a regional train station in southeastern France serving the town of Saint-Laurent-du-Var near Nice on the Mediterranean coast.
-
A.
Golfe-Juan-Vallauris railway station
Golfe-Juan-Vallauris railway station is a regional train station on the French Riviera serving the towns of Golfe-Juan and Vallauris in southeastern France.
-
B.
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.
-
C.
Villeneuve-Loubet-Plage station
Villeneuve-Loubet-Plage station is a coastal railway station in southeastern France serving the seaside area of Villeneuve-Loubet on the Mediterranean.
-
D.
Brunoy station
Brunoy station is a suburban railway station in Brunoy, France, serving as a stop on the RER D line in the southeastern outskirts of Paris.
-
E.
Mandelieu-la-Napoule railway station
Mandelieu-la-Napoule railway station is a local train stop in the commune of Mandelieu-la-Napoule on the French Riviera, serving regional rail connections along the Mediterranean coast.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4978d05708190838386d37eb157bc |
completed | April 19, 2026, 8:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a030c62097c8190a52994d2806cb54a |
completed | May 12, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a030d0529f081908d5fd390af9d6bb7 |
completed | May 12, 2026, 11:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a030dbb23208190bb73c4f9cee76f73 |
completed | May 12, 2026, 11:23 a.m. |
Created at: April 10, 2026, 10:17 a.m.