Triple
T19780784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Villach railway junction |
E475124
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Villach Warmbad station
Villach Warmbad station is a railway station in Villach, Austria, serving the Warmbad district and connecting local and regional rail services within the broader Villach rail network.
|
E1396735
|
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 Warmbad station | Statement: [Villach railway junction, hasStation, Villach Warmbad station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Villach Warmbad station Context triple: [Villach railway junction, hasStation, Villach Warmbad station]
-
A.
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.
-
B.
Villach Hauptbahnhof
Villach Hauptbahnhof is the main railway station and central transport hub of the city of Villach in Carinthia, Austria.
-
C.
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.
-
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.
St. Johann in Tirol railway station
St. Johann in Tirol railway station is a regional train station in the Tyrolean town of St. Johann in Tirol, Austria, serving as a local transport hub in the Kitzbühel district.
- 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 Warmbad station Triple: [Villach railway junction, hasStation, Villach Warmbad station]
Generated description
Villach Warmbad station is a railway station in Villach, Austria, serving the Warmbad district and connecting local and regional rail services within the broader Villach rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Villach Warmbad station Target entity description: Villach Warmbad station is a railway station in Villach, Austria, serving the Warmbad district and connecting local and regional rail services within the broader Villach rail network.
-
A.
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.
-
B.
Villach Hauptbahnhof
Villach Hauptbahnhof is the main railway station and central transport hub of the city of Villach in Carinthia, Austria.
-
C.
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.
-
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.
St. Johann in Tirol railway station
St. Johann in Tirol railway station is a regional train station in the Tyrolean town of St. Johann in Tirol, Austria, serving as a local transport hub in the Kitzbühel district.
- 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_6a07ccc015a8819092d086e2a0906132 |
completed | May 16, 2026, 1:47 a.m. |
| NEDg | Description generation | batch_6a07ce282658819096ff374b1605146f |
completed | May 16, 2026, 1:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07cf0327408190be73a41d2663836a |
completed | May 16, 2026, 1:57 a.m. |
Created at: April 10, 2026, 1:49 p.m.