Triple
T7412495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tarascon-sur-Ariège |
E171043
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
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.
|
E662079
|
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: Tarascon-sur-Ariège station | Statement: [Tarascon-sur-Ariège, hasRailwayStation, Tarascon-sur-Ariège station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tarascon-sur-Ariège station Context triple: [Tarascon-sur-Ariège, hasRailwayStation, Tarascon-sur-Ariège station]
-
A.
Tarascon railway station
Tarascon railway station is a regional train station in Tarascon, southern France, serving as a local hub on the rail network of the Provence-Alpes-Côte d'Azur area.
-
B.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
C.
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.
-
D.
Gare de Castelnaudary
Gare de Castelnaudary is the main railway station serving the town of Castelnaudary in southern France, providing regional train connections along key routes in the Occitanie region.
-
E.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
- 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: Tarascon-sur-Ariège station Triple: [Tarascon-sur-Ariège, hasRailwayStation, Tarascon-sur-Ariège station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tarascon-sur-Ariège station Target entity description: 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.
-
A.
Tarascon railway station
Tarascon railway station is a regional train station in Tarascon, southern France, serving as a local hub on the rail network of the Provence-Alpes-Côte d'Azur area.
-
B.
Béziers station
Béziers station is the main railway station serving the city of Béziers in southern France, providing regional and long-distance train connections.
-
C.
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.
-
D.
Gare de Castelnaudary
Gare de Castelnaudary is the main railway station serving the town of Castelnaudary in southern France, providing regional train connections along key routes in the Occitanie region.
-
E.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
- 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_69c68a618bdc81908d8018edadecd1a4 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2a027148190bdb6a7940389e377 |
completed | March 27, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8112960d48190a9947146e62daa13 |
completed | March 28, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c811f1fe3c8190a591186b19044b5f |
completed | March 28, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c812c1e9d08190b0e7f052d87011b9 |
completed | March 28, 2026, 5:41 p.m. |
Created at: March 27, 2026, 3:11 p.m.