Triple
T5873473
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carpentras |
E130571
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Carpentras railway station
Carpentras railway station is a regional train station in the town of Carpentras in southeastern France, serving as a local hub for passenger rail connections in the Vaucluse department.
|
E553871
|
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: Carpentras railway station | Statement: [Carpentras, transport, Carpentras railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carpentras railway station Context triple: [Carpentras, transport, Carpentras railway 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.
Avignon-Centre station
Avignon-Centre station is the main historic railway station serving the city of Avignon in southeastern France, providing regional and national train connections.
-
C.
Aix-en-Provence TGV station
Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
-
D.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
E.
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.
- 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: Carpentras railway station Triple: [Carpentras, transport, Carpentras railway station]
Generated description
Carpentras railway station is a regional train station in the town of Carpentras in southeastern France, serving as a local hub for passenger rail connections in the Vaucluse department.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carpentras railway station Target entity description: Carpentras railway station is a regional train station in the town of Carpentras in southeastern France, serving as a local hub for passenger rail connections in the Vaucluse department.
-
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.
Avignon-Centre station
Avignon-Centre station is the main historic railway station serving the city of Avignon in southeastern France, providing regional and national train connections.
-
C.
Aix-en-Provence TGV station
Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
-
D.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
E.
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.
- 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_69c0085047dc8190af24e311edad3c07 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c035fafb54819085378e7c8d137402 |
completed | March 22, 2026, 6:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b11b48d88190ba6cd5ade2f47a89 |
completed | March 23, 2026, 3:18 a.m. |
| NEDg | Description generation | batch_69c0b1cb731481909de9c3fde3595b7b |
completed | March 23, 2026, 3:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b27f53608190b2a1f78e3cd1b634 |
completed | March 23, 2026, 3:24 a.m. |
Created at: March 22, 2026, 3:57 p.m.