Triple
T13172037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Draguignan |
E312999
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Draguignan–Les Arcs railway station
Draguignan–Les Arcs railway station is a regional train station in southeastern France that serves the town of Draguignan and connects it to the wider Provence-Alpes-Côte d’Azur rail network.
|
E1025614
|
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: Draguignan–Les Arcs railway station | Statement: [Draguignan, hasTransport, Draguignan–Les Arcs railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Draguignan–Les Arcs railway station Context triple: [Draguignan, hasTransport, Draguignan–Les Arcs railway station]
-
A.
Cavaillon station
Cavaillon station is a regional railway station in southeastern France serving the town of Cavaillon and connecting it to the wider Provence-Alpes-Côte d'Azur rail network.
-
B.
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.
-
C.
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.
-
D.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
-
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: Draguignan–Les Arcs railway station Triple: [Draguignan, hasTransport, Draguignan–Les Arcs railway station]
Generated description
Draguignan–Les Arcs railway station is a regional train station in southeastern France that serves the town of Draguignan and connects it to the wider Provence-Alpes-Côte d’Azur rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Draguignan–Les Arcs railway station Target entity description: Draguignan–Les Arcs railway station is a regional train station in southeastern France that serves the town of Draguignan and connects it to the wider Provence-Alpes-Côte d’Azur rail network.
-
A.
Cavaillon station
Cavaillon station is a regional railway station in southeastern France serving the town of Cavaillon and connecting it to the wider Provence-Alpes-Côte d'Azur rail network.
-
B.
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.
-
C.
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.
-
D.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
-
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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c2f22b881908a0af3af0a0af971 |
completed | April 10, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eafb81288190a6dcc3bd872998d8 |
completed | May 3, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69f6f18100148190bdb501b21d37e6af |
completed | May 3, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f25118508190a35d88cfbdfd77ec |
completed | May 3, 2026, 6:59 a.m. |
Created at: April 9, 2026, 9:13 p.m.