Triple
T16173247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rivesaltes |
E392494
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Rivesaltes railway station
Rivesaltes railway station is a regional train station in southern France that serves the town of Rivesaltes and connects it to the wider Occitanie rail network.
|
E1197647
|
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: Rivesaltes railway station | Statement: [Rivesaltes, transport, Rivesaltes railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rivesaltes railway station Context triple: [Rivesaltes, transport, Rivesaltes railway station]
-
A.
Tarascon-sur-Ariège station
Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
-
B.
Bagnols-sur-Cèze station
Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
-
C.
Épinal station
Épinal station is a French railway station serving the town of Épinal in the Vosges department of northeastern France, providing regional and intercity rail connections.
-
D.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
E.
Alès railway station
Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
- 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: Rivesaltes railway station Triple: [Rivesaltes, transport, Rivesaltes railway station]
Generated description
Rivesaltes railway station is a regional train station in southern France that serves the town of Rivesaltes and connects it to the wider Occitanie rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rivesaltes railway station Target entity description: Rivesaltes railway station is a regional train station in southern France that serves the town of Rivesaltes and connects it to the wider Occitanie rail network.
-
A.
Tarascon-sur-Ariège station
Tarascon-sur-Ariège station is a regional railway station in southwestern France serving the town of Tarascon-sur-Ariège on the Toulouse–Latour-de-Carol line through the Pyrenees.
-
B.
Bagnols-sur-Cèze station
Bagnols-sur-Cèze station is a regional railway station in the town of Bagnols-sur-Cèze in southern France, serving local passenger rail services.
-
C.
Épinal station
Épinal station is a French railway station serving the town of Épinal in the Vosges department of northeastern France, providing regional and intercity rail connections.
-
D.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
E.
Alès railway station
Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21eb88c948190a1d8b5518694ad53 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7bfc3ac819082596cc533c5faa4 |
completed | May 10, 2026, 3:13 a.m. |
| NEDg | Description generation | batch_69fff8bc4f7c81908f7e9ffaa9f3cfb1 |
completed | May 10, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff94cd32081908205ae383e58d148 |
completed | May 10, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:02 a.m.