Triple
T7313642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saint-Jean-de-Luz |
E168154
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Saint-Jean-de-Luz–Ciboure railway station
Saint-Jean-de-Luz–Ciboure railway station is a coastal train station in southwestern France serving the towns of Saint-Jean-de-Luz and Ciboure on the Bordeaux–Irun railway line.
|
E655590
|
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-Jean-de-Luz–Ciboure railway station | Statement: [Saint-Jean-de-Luz, hasTransport, Saint-Jean-de-Luz–Ciboure railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saint-Jean-de-Luz–Ciboure railway station Context triple: [Saint-Jean-de-Luz, hasTransport, Saint-Jean-de-Luz–Ciboure railway station]
-
A.
Loulé railway station
Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
-
B.
Biarritz railway station
Biarritz railway station is the main train station serving the coastal resort city of Biarritz in southwestern France, providing regional and high-speed rail connections.
-
C.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
D.
Gare de Foix
Gare de Foix is the main railway station serving the town of Foix in the Ariège department of southwestern France, providing regional train connections.
-
E.
Vannes railway station
Vannes railway station is the main passenger rail hub serving the city of Vannes in Brittany, France, providing regional and long-distance train connections.
- 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-Jean-de-Luz–Ciboure railway station Triple: [Saint-Jean-de-Luz, hasTransport, Saint-Jean-de-Luz–Ciboure railway station]
Generated description
Saint-Jean-de-Luz–Ciboure railway station is a coastal train station in southwestern France serving the towns of Saint-Jean-de-Luz and Ciboure on the Bordeaux–Irun railway line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saint-Jean-de-Luz–Ciboure railway station Target entity description: Saint-Jean-de-Luz–Ciboure railway station is a coastal train station in southwestern France serving the towns of Saint-Jean-de-Luz and Ciboure on the Bordeaux–Irun railway line.
-
A.
Loulé railway station
Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
-
B.
Biarritz railway station
Biarritz railway station is the main train station serving the coastal resort city of Biarritz in southwestern France, providing regional and high-speed rail connections.
-
C.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
D.
Gare de Foix
Gare de Foix is the main railway station serving the town of Foix in the Ariège department of southwestern France, providing regional train connections.
-
E.
Vannes railway station
Vannes railway station is the main passenger rail hub serving the city of Vannes in Brittany, France, providing regional and long-distance train connections.
- 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_69c6888d8e3c81909db79714903baf31 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6ec02319c819096d25e3683943886 |
completed | March 27, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e56f4aa0819096d955e2ce298299 |
completed | March 28, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69c7e6bf79d48190a7c30e3513e12070 |
completed | March 28, 2026, 2:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e78b09488190a361bdd50bd28b71 |
completed | March 28, 2026, 2:36 p.m. |
Created at: March 27, 2026, 3:02 p.m.