Triple
T4307098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aarau |
E99980
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Aarau railway station
Aarau railway station is a major Swiss rail hub in the town of Aarau, providing regional and long-distance train services within the Swiss Federal Railways network.
|
E429193
|
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: Aarau railway station | Statement: [Aarau, hasRailwayStation, Aarau railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aarau railway station Context triple: [Aarau, hasRailwayStation, Aarau railway station]
-
A.
Baden railway station
Baden railway station is the main rail hub serving the town of Baden in the Swiss canton of Aargau, providing regional and long-distance train connections.
-
B.
Schlieren railway station
Schlieren railway station is a local train station in the municipality of Schlieren in the canton of Zurich, Switzerland, serving regional and S-Bahn commuter rail services.
-
C.
Starnberg railway station
Starnberg railway station is a regional train station in the Bavarian town of Starnberg, Germany, serving as a key stop on the Munich–Garmisch-Partenkirchen railway line along Lake Starnberg.
-
D.
Aue (Sachs) station
Aue (Sachs) station is a railway station in Aue, Saxony, Germany, serving as a regional transport hub in the Ore Mountains rail network.
-
E.
Ahaus station
Ahaus station is a regional railway station in the town of Ahaus in North Rhine-Westphalia, Germany, serving local passenger rail services.
- 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: Aarau railway station Triple: [Aarau, hasRailwayStation, Aarau railway station]
Generated description
Aarau railway station is a major Swiss rail hub in the town of Aarau, providing regional and long-distance train services within the Swiss Federal Railways network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aarau railway station Target entity description: Aarau railway station is a major Swiss rail hub in the town of Aarau, providing regional and long-distance train services within the Swiss Federal Railways network.
-
A.
Baden railway station
Baden railway station is the main rail hub serving the town of Baden in the Swiss canton of Aargau, providing regional and long-distance train connections.
-
B.
Schlieren railway station
Schlieren railway station is a local train station in the municipality of Schlieren in the canton of Zurich, Switzerland, serving regional and S-Bahn commuter rail services.
-
C.
Starnberg railway station
Starnberg railway station is a regional train station in the Bavarian town of Starnberg, Germany, serving as a key stop on the Munich–Garmisch-Partenkirchen railway line along Lake Starnberg.
-
D.
Aue (Sachs) station
Aue (Sachs) station is a railway station in Aue, Saxony, Germany, serving as a regional transport hub in the Ore Mountains rail network.
-
E.
Ahaus station
Ahaus station is a regional railway station in the town of Ahaus in North Rhine-Westphalia, Germany, serving local passenger rail services.
- 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_69b345528ebc8190b5abc7e95094792d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350bb78cc8190a850aca47d8711cf |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c756809c8190af90c91ec7883e55 |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c804f3f881908dd2d020d07c4859 |
completed | March 14, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c84e48b8819080571f995d8baf13 |
completed | March 14, 2026, 8:42 p.m. |
Created at: March 12, 2026, 11:09 p.m.