Triple
T5108843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Narbonne |
E115163
|
entity |
| Predicate | hasRailConnection |
P848
|
FINISHED |
| Object |
Narbonne railway station
Narbonne railway station is a major rail hub in southern France that serves regional and long-distance passenger trains, including high-speed TGV services.
|
E494535
|
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: Narbonne railway station | Statement: [Narbonne, hasRailConnection, Narbonne railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Narbonne railway station Context triple: [Narbonne, hasRailConnection, Narbonne 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.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
C.
Carcassonne station
Carcassonne station is the main railway station serving the city of Carcassonne in southern France, providing regional and long-distance train connections.
-
D.
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.
-
E.
Arles railway station
Arles railway station is the main train station serving the historic city of Arles in southern France, providing regional and national 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: Narbonne railway station Triple: [Narbonne, hasRailConnection, Narbonne railway station]
Generated description
Narbonne railway station is a major rail hub in southern France that serves regional and long-distance passenger trains, including high-speed TGV services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Narbonne railway station Target entity description: Narbonne railway station is a major rail hub in southern France that serves regional and long-distance passenger trains, including high-speed TGV services.
-
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.
Agde station
Agde station is a railway station in the town of Agde in southern France, serving regional and long-distance passenger trains.
-
C.
Carcassonne station
Carcassonne station is the main railway station serving the city of Carcassonne in southern France, providing regional and long-distance train connections.
-
D.
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.
-
E.
Arles railway station
Arles railway station is the main train station serving the historic city of Arles in southern France, providing regional and national 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75aa6b088190b02cdb66ec4a11f0 |
completed | March 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bebaa322d08190911dd2ca91405c3c |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebbe7e8e081909814e97001f8cf89 |
completed | March 21, 2026, 3:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebd33f25c8190a5d9b78ef71847e3 |
completed | March 21, 2026, 3:45 p.m. |
Created at: March 20, 2026, 1:41 p.m.