Triple
T11417858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brugg |
E270538
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Brugg AG railway station
Brugg AG railway station is a key regional rail hub in the Swiss canton of Aargau, serving the town of Brugg with connections on several important national and local lines.
|
E924167
|
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: Brugg AG railway station | Statement: [Brugg, hasRailwayStation, Brugg AG railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brugg AG railway station Context triple: [Brugg, hasRailwayStation, Brugg AG railway station]
-
A.
Burgdorf railway station
Burgdorf railway station is a key regional rail hub in the Swiss canton of Bern, serving as an important interchange point for BLS-operated commuter and regional train services.
-
B.
St. Gallen railway station
St. Gallen railway station is a major rail hub in northeastern Switzerland, serving the city of St. Gallen with regional, intercity, and international train connections.
-
C.
Biel/Bienne railway station
Biel/Bienne railway station is a major Swiss rail hub in the bilingual city of Biel/Bienne, serving as an important junction for regional and long-distance train services.
-
D.
Frutigen railway station
Frutigen railway station is a Swiss railway station in the Bernese Oberland that serves as the main rail access point for the nearby alpine resort area of Adelboden.
-
E.
Pratteln railway station
Pratteln railway station is a regional and commuter rail stop in the municipality of Pratteln in the Swiss canton of Basel-Landschaft, serving as a local transport hub on the rail network near Basel.
- 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: Brugg AG railway station Triple: [Brugg, hasRailwayStation, Brugg AG railway station]
Generated description
Brugg AG railway station is a key regional rail hub in the Swiss canton of Aargau, serving the town of Brugg with connections on several important national and local lines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brugg AG railway station Target entity description: Brugg AG railway station is a key regional rail hub in the Swiss canton of Aargau, serving the town of Brugg with connections on several important national and local lines.
-
A.
Burgdorf railway station
Burgdorf railway station is a key regional rail hub in the Swiss canton of Bern, serving as an important interchange point for BLS-operated commuter and regional train services.
-
B.
St. Gallen railway station
St. Gallen railway station is a major rail hub in northeastern Switzerland, serving the city of St. Gallen with regional, intercity, and international train connections.
-
C.
Biel/Bienne railway station
Biel/Bienne railway station is a major Swiss rail hub in the bilingual city of Biel/Bienne, serving as an important junction for regional and long-distance train services.
-
D.
Frutigen railway station
Frutigen railway station is a Swiss railway station in the Bernese Oberland that serves as the main rail access point for the nearby alpine resort area of Adelboden.
-
E.
Pratteln railway station
Pratteln railway station is a regional and commuter rail stop in the municipality of Pratteln in the Swiss canton of Basel-Landschaft, serving as a local transport hub on the rail network near Basel.
- 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_69d6aaddeaa8819088b30ef7b50598c9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d801b0236c81908122ce3fc7b4fde7 |
completed | April 9, 2026, 7:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b87ca7408190a4962bbaf89222bf |
completed | April 20, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69e5bb5d6e0c8190933cd3d6e83c24a2 |
completed | April 20, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c29d7b608190ae79bb8318211547 |
completed | April 20, 2026, 6:07 a.m. |
Created at: April 8, 2026, 9:34 p.m.