Triple
T14977985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Ischl railway station |
E373501
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Stainach-Irdning railway station
Stainach-Irdning railway station is a regional rail hub in Styria, Austria, serving as an interchange point on important routes through the Enns Valley and Salzkammergut regions.
|
E1130231
|
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: Stainach-Irdning railway station | Statement: [Bad Ischl railway station, connectsTo, Stainach-Irdning railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stainach-Irdning railway station Context triple: [Bad Ischl railway station, connectsTo, Stainach-Irdning railway station]
-
A.
Pfarrkirchen station
Pfarrkirchen station is a regional railway station in the town of Pfarrkirchen in Bavaria, Germany, serving local passenger rail services.
-
B.
Schärding railway station
Schärding railway station is a regional train station in the town of Schärding in Upper Austria, serving as a local transport hub near the German–Austrian border.
-
C.
Heidenheim an der Brenz station
Heidenheim an der Brenz station is a regional railway station in the town of Heidenheim an der Brenz in Baden-Württemberg, Germany, serving as a local transport hub on the Ulm–Aalen line.
-
D.
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.
-
E.
St. Georgen (Schwarzw) station
St. Georgen (Schwarzw) station is a regional railway station in the Black Forest town of St. Georgen im Schwarzwald in Baden-Württemberg, Germany, serving as a local transport hub for 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: Stainach-Irdning railway station Triple: [Bad Ischl railway station, connectsTo, Stainach-Irdning railway station]
Generated description
Stainach-Irdning railway station is a regional rail hub in Styria, Austria, serving as an interchange point on important routes through the Enns Valley and Salzkammergut regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stainach-Irdning railway station Target entity description: Stainach-Irdning railway station is a regional rail hub in Styria, Austria, serving as an interchange point on important routes through the Enns Valley and Salzkammergut regions.
-
A.
Pfarrkirchen station
Pfarrkirchen station is a regional railway station in the town of Pfarrkirchen in Bavaria, Germany, serving local passenger rail services.
-
B.
Schärding railway station
Schärding railway station is a regional train station in the town of Schärding in Upper Austria, serving as a local transport hub near the German–Austrian border.
-
C.
Heidenheim an der Brenz station
Heidenheim an der Brenz station is a regional railway station in the town of Heidenheim an der Brenz in Baden-Württemberg, Germany, serving as a local transport hub on the Ulm–Aalen line.
-
D.
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.
-
E.
St. Georgen (Schwarzw) station
St. Georgen (Schwarzw) station is a regional railway station in the Black Forest town of St. Georgen im Schwarzwald in Baden-Württemberg, Germany, serving as a local transport hub for 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_69d85ccbbcd48190acb56e7cf104d8ad |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded6fbd138819092254ea37388026c |
completed | April 15, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe8beca6d88190a0c1adb18c9f2ac4 |
completed | May 9, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69fe8f94018881908d8185d692f9728a |
completed | May 9, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe8fff27e881908163a1339019e192 |
completed | May 9, 2026, 1:38 a.m. |
Created at: April 10, 2026, 2:51 a.m.