Triple
T19780783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Villach railway junction |
E475124
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Villach Westbahnhof
Villach Westbahnhof is a secondary railway station in Villach, Austria, serving regional and local train connections within the city’s broader rail network.
|
E1395939
|
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: Villach Westbahnhof | Statement: [Villach railway junction, hasStation, Villach Westbahnhof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Villach Westbahnhof Context triple: [Villach railway junction, hasStation, Villach Westbahnhof]
-
A.
Villach Hauptbahnhof
Villach Hauptbahnhof is the main railway station and central transport hub of the city of Villach in Carinthia, Austria.
-
B.
Steyr railway station
Steyr railway station is the main rail transport hub serving the town of Steyr in Upper Austria, providing regional and intercity train connections.
-
C.
St. Pölten Hauptbahnhof
St. Pölten Hauptbahnhof is the main railway station and central transport hub of the city of St. Pölten in Lower Austria, serving regional and long-distance rail connections.
-
D.
Gmunden station
Gmunden station is a railway station in the Austrian town of Gmunden that serves as a stop on the scenic Salzkammergut railway line.
-
E.
Villach railway junction
Villach railway junction is a major Austrian rail hub in the city of Villach, serving as a key crossroads for national and international train connections in the state of Carinthia.
- 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: Villach Westbahnhof Triple: [Villach railway junction, hasStation, Villach Westbahnhof]
Generated description
Villach Westbahnhof is a secondary railway station in Villach, Austria, serving regional and local train connections within the city’s broader rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Villach Westbahnhof Target entity description: Villach Westbahnhof is a secondary railway station in Villach, Austria, serving regional and local train connections within the city’s broader rail network.
-
A.
Villach Hauptbahnhof
Villach Hauptbahnhof is the main railway station and central transport hub of the city of Villach in Carinthia, Austria.
-
B.
Steyr railway station
Steyr railway station is the main rail transport hub serving the town of Steyr in Upper Austria, providing regional and intercity train connections.
-
C.
St. Pölten Hauptbahnhof
St. Pölten Hauptbahnhof is the main railway station and central transport hub of the city of St. Pölten in Lower Austria, serving regional and long-distance rail connections.
-
D.
Gmunden station
Gmunden station is a railway station in the Austrian town of Gmunden that serves as a stop on the scenic Salzkammergut railway line.
-
E.
Villach railway junction
Villach railway junction is a major Austrian rail hub in the city of Villach, serving as a key crossroads for national and international train connections in the state of Carinthia.
- 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65382ff308190832800dd60675f7a |
completed | April 20, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c4f7966081908d48f096333471f0 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c5aea8948190b6e5bbcea8053478 |
completed | May 16, 2026, 1:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c6846fb481908e1d5aae2c53a7ba |
completed | May 16, 2026, 1:21 a.m. |
Created at: April 10, 2026, 1:49 p.m.