Triple
T4259606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roanne |
E96070
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Roanne railway station
Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
|
E427447
|
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: Roanne railway station | Statement: [Roanne, hasTransport, Roanne railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roanne railway station Context triple: [Roanne, hasTransport, Roanne railway station]
-
A.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
B.
Gagny station
Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
-
C.
Vaneau station
Vaneau station is a Paris Métro stop in the 7th and 6th arrondissements, serving the residential and institutional Left Bank area near Invalides and several ministries.
-
D.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
-
E.
Carcassonne station
Carcassonne station is the main railway station serving the city of Carcassonne in southern 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: Roanne railway station Triple: [Roanne, hasTransport, Roanne railway station]
Generated description
Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roanne railway station Target entity description: Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
-
A.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
B.
Gagny station
Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
-
C.
Vaneau station
Vaneau station is a Paris Métro stop in the 7th and 6th arrondissements, serving the residential and institutional Left Bank area near Invalides and several ministries.
-
D.
Nice-Ville railway station
Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
-
E.
Carcassonne station
Carcassonne station is the main railway station serving the city of Carcassonne in southern 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_69b3454095ac81909c2494f7ff294af1 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34f7fe7348190baed8d214268b756 |
completed | March 12, 2026, 11:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b78825508190b2b6ca46c8e1b27c |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5b84b58a081909618d0c108317f92 |
completed | March 14, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8be90c88190a4852c625e326f6b |
completed | March 14, 2026, 7:36 p.m. |
Created at: March 12, 2026, 11:06 p.m.