Triple
T19330669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brignoles |
E483479
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Brignoles railway station
Brignoles railway station is a regional train station serving the town of Brignoles in the Var department of southeastern France.
|
E1370221
|
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: Brignoles railway station | Statement: [Brignoles, hasTransport, Brignoles railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brignoles railway station Context triple: [Brignoles, hasTransport, Brignoles 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.
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.
-
C.
Roquebrune-Cap-Martin railway station
Roquebrune-Cap-Martin railway station is a regional train station on the French Riviera serving the commune of Roquebrune-Cap-Martin near Monaco.
-
D.
Nîmes station
Nîmes station is a major railway hub in southern France that connects the city of Nîmes to regional and high-speed national rail networks.
-
E.
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.
- 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: Brignoles railway station Triple: [Brignoles, hasTransport, Brignoles railway station]
Generated description
Brignoles railway station is a regional train station serving the town of Brignoles in the Var department of southeastern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brignoles railway station Target entity description: Brignoles railway station is a regional train station serving the town of Brignoles in the Var department of southeastern France.
-
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.
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.
-
C.
Roquebrune-Cap-Martin railway station
Roquebrune-Cap-Martin railway station is a regional train station on the French Riviera serving the commune of Roquebrune-Cap-Martin near Monaco.
-
D.
Nîmes station
Nîmes station is a major railway hub in southern France that connects the city of Nîmes to regional and high-speed national rail networks.
-
E.
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.
- 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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e616412bcc81909bb34d3cf5363129 |
completed | April 20, 2026, 12:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a071be08a008190be70c531241ecbf2 |
completed | May 15, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_6a071cdb6ecc81908a00c82b8f80613f |
completed | May 15, 2026, 1:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071d4dd0048190ad7561f76915a72f |
completed | May 15, 2026, 1:19 p.m. |
Created at: April 10, 2026, 1:33 p.m.