Triple
T16388080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leoben |
E397975
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Leoben Hauptbahnhof
Leoben Hauptbahnhof is the main railway station serving the city of Leoben in Styria, Austria, functioning as a regional and long-distance transport hub.
|
E1209863
|
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: Leoben Hauptbahnhof | Statement: [Leoben, hasRailwayStation, Leoben Hauptbahnhof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leoben Hauptbahnhof Context triple: [Leoben, hasRailwayStation, Leoben Hauptbahnhof]
-
A.
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.
-
B.
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.
-
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.
Linz Central Station
Linz Central Station is the main railway hub of Linz, Austria, serving as a key regional and long-distance transport interchange.
-
E.
Wiener Neustadt Hauptbahnhof
Wiener Neustadt Hauptbahnhof is the main railway station and a major regional transport hub serving the city of Wiener Neustadt in Lower Austria.
- 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: Leoben Hauptbahnhof Triple: [Leoben, hasRailwayStation, Leoben Hauptbahnhof]
Generated description
Leoben Hauptbahnhof is the main railway station serving the city of Leoben in Styria, Austria, functioning as a regional and long-distance transport hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leoben Hauptbahnhof Target entity description: Leoben Hauptbahnhof is the main railway station serving the city of Leoben in Styria, Austria, functioning as a regional and long-distance transport hub.
-
A.
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.
-
B.
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.
-
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.
Linz Central Station
Linz Central Station is the main railway hub of Linz, Austria, serving as a key regional and long-distance transport interchange.
-
E.
Wiener Neustadt Hauptbahnhof
Wiener Neustadt Hauptbahnhof is the main railway station and a major regional transport hub serving the city of Wiener Neustadt in Lower Austria.
- 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_69d87f2880b48190ae1a9673a3bbef80 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e3263f18988190800b921381d60c1b |
completed | April 18, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00356ed47c819085aaf101459dd55c |
completed | May 10, 2026, 7:36 a.m. |
| NEDg | Description generation | batch_6a00368287d48190b510541eb7851942 |
completed | May 10, 2026, 7:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003766d4ec8190ab98387781f85bd6 |
completed | May 10, 2026, 7:44 a.m. |
Created at: April 10, 2026, 5:08 a.m.