Triple
T22380914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Provence-Alpes-Côte d'Azur regional rail network |
E553269
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Toulon station
Toulon station is a major railway hub in the city of Toulon in southern France, serving regional and long-distance trains along the Mediterranean coast.
|
E1534925
|
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: Toulon station | Statement: [Provence-Alpes-Côte d'Azur regional rail network, connectsTo, Toulon station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toulon station Context triple: [Provence-Alpes-Côte d'Azur regional rail network, connectsTo, Toulon station]
-
A.
Clermont-Ferrand station
Clermont-Ferrand station is the main railway station serving the city of Clermont-Ferrand in central France, acting as a key regional hub for passenger rail services.
-
B.
Mouans-Sartoux station
Mouans-Sartoux station is a regional railway station in Mouans-Sartoux, southeastern France, serving local passenger trains on the Cannes–Grasse line.
-
C.
Lyon station
Lyon station is an underground light rail transit station in downtown Ottawa, Canada, serving the city’s O-Train Confederation Line.
-
D.
Nîmes station
Nîmes station is a major railway hub in southern France that connects the city of Nîmes to regional and high-speed national rail networks.
-
E.
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.
- 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: Toulon station Triple: [Provence-Alpes-Côte d'Azur regional rail network, connectsTo, Toulon station]
Generated description
Toulon station is a major railway hub in the city of Toulon in southern France, serving regional and long-distance trains along the Mediterranean coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toulon station Target entity description: Toulon station is a major railway hub in the city of Toulon in southern France, serving regional and long-distance trains along the Mediterranean coast.
-
A.
Clermont-Ferrand station
Clermont-Ferrand station is the main railway station serving the city of Clermont-Ferrand in central France, acting as a key regional hub for passenger rail services.
-
B.
Mouans-Sartoux station
Mouans-Sartoux station is a regional railway station in Mouans-Sartoux, southeastern France, serving local passenger trains on the Cannes–Grasse line.
-
C.
Lyon station
Lyon station is an underground light rail transit station in downtown Ottawa, Canada, serving the city’s O-Train Confederation Line.
-
D.
Nîmes station
Nîmes station is a major railway hub in southern France that connects the city of Nîmes to regional and high-speed national rail networks.
-
E.
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.
- 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_69e11e4c03248190a26a5060ea6973ee |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1582c05fc8190836ae008426177a5 |
completed | April 29, 2026, 1 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0af0d3555081908407b06ae69ffded |
completed | May 18, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_6a0af15595ec81908f51aa352e5a6b86 |
completed | May 18, 2026, 11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0af1d3759c819086697ea0124c687b |
completed | May 18, 2026, 11:02 a.m. |
Created at: April 16, 2026, 8:45 p.m.