Triple
T15271899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rochefort |
E365038
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Rochefort railway station
Rochefort railway station is a regional train station serving the town of Rochefort in southwestern France, providing passenger rail connections to other cities in the area.
|
E1146131
|
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: Rochefort railway station | Statement: [Rochefort, hasTransport, Rochefort railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rochefort railway station Context triple: [Rochefort, hasTransport, Rochefort railway station]
-
A.
Calais-Fréthun railway station
Calais-Fréthun railway station is an international rail hub in northern France that connects Calais to high-speed domestic and cross-Channel services, including Eurostar trains.
-
B.
Rennes railway station
Rennes railway station is the main rail hub of the city of Rennes in western France, serving high-speed TGV, regional, and local train services.
-
C.
Niort railway station
Niort railway station is the main train station serving the town of Niort in western France, providing regional and intercity rail connections.
-
D.
Bordeaux-Saint-Jean station
Bordeaux-Saint-Jean station is the main railway hub of Bordeaux in southwestern France, serving as a major high-speed and regional train interchange on the national rail network.
-
E.
Poitiers railway station
Poitiers railway station is the main train station serving the city of Poitiers in western France, providing regional and high-speed rail 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: Rochefort railway station Triple: [Rochefort, hasTransport, Rochefort railway station]
Generated description
Rochefort railway station is a regional train station serving the town of Rochefort in southwestern France, providing passenger rail connections to other cities in the area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rochefort railway station Target entity description: Rochefort railway station is a regional train station serving the town of Rochefort in southwestern France, providing passenger rail connections to other cities in the area.
-
A.
Calais-Fréthun railway station
Calais-Fréthun railway station is an international rail hub in northern France that connects Calais to high-speed domestic and cross-Channel services, including Eurostar trains.
-
B.
Rennes railway station
Rennes railway station is the main rail hub of the city of Rennes in western France, serving high-speed TGV, regional, and local train services.
-
C.
Niort railway station
Niort railway station is the main train station serving the town of Niort in western France, providing regional and intercity rail connections.
-
D.
Bordeaux-Saint-Jean station
Bordeaux-Saint-Jean station is the main railway hub of Bordeaux in southwestern France, serving as a major high-speed and regional train interchange on the national rail network.
-
E.
Poitiers railway station
Poitiers railway station is the main train station serving the city of Poitiers in western France, providing regional and high-speed rail 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_69d85a0f08408190b3c3259ae35d79d2 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00950a9988190b67dfbc73b8bdbbc |
completed | April 15, 2026, 9:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee6046a088190a9ebea7672e36b73 |
completed | May 9, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69fee6b27b2c8190b6edc39dd1baf81a |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee74980a48190ae6054c3feabcf0e |
completed | May 9, 2026, 7:50 a.m. |
Created at: April 10, 2026, 3:14 a.m.