Triple
T14978035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salzkammergut railway |
E373502
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Bad Goisern station
Bad Goisern station is a regional railway stop in the Austrian town of Bad Goisern, serving passengers traveling through the Salzkammergut lake district.
|
E1130217
|
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: Bad Goisern station | Statement: [Salzkammergut railway, hasStation, Bad Goisern station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Goisern station Context triple: [Salzkammergut railway, hasStation, Bad Goisern station]
-
A.
Obertraun-Dachsteinhöhlen station
Obertraun-Dachsteinhöhlen station is a railway stop in Obertraun, Austria, serving as a gateway for visitors to the nearby Dachstein cave system and surrounding Salzkammergut region.
-
B.
Bad Goisern am Hallstättersee
Bad Goisern am Hallstättersee is an Austrian market town in Upper Austria known for its traditional culture, alpine scenery, and proximity to Lake Hallstatt in the Salzkammergut region.
-
C.
Bad Ischl railway station
Bad Ischl railway station is the main rail hub serving the spa town of Bad Ischl in Upper Austria, providing regional and intercity connections along the Salzkammergut railway line.
-
D.
Oberstdorf station
Oberstdorf station is the main railway terminus serving the alpine resort town of Oberstdorf in Bavaria, Germany, and a key gateway for visitors to the surrounding Allgäu region.
-
E.
Bad Aussee
Bad Aussee is a historic spa town in Austria’s Salzkammergut region, known for its alpine scenery, salt-mining heritage, and traditional Austrian culture.
- 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: Bad Goisern station Triple: [Salzkammergut railway, hasStation, Bad Goisern station]
Generated description
Bad Goisern station is a regional railway stop in the Austrian town of Bad Goisern, serving passengers traveling through the Salzkammergut lake district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Goisern station Target entity description: Bad Goisern station is a regional railway stop in the Austrian town of Bad Goisern, serving passengers traveling through the Salzkammergut lake district.
-
A.
Obertraun-Dachsteinhöhlen station
Obertraun-Dachsteinhöhlen station is a railway stop in Obertraun, Austria, serving as a gateway for visitors to the nearby Dachstein cave system and surrounding Salzkammergut region.
-
B.
Bad Goisern am Hallstättersee
chosen
Bad Goisern am Hallstättersee is an Austrian market town in Upper Austria known for its traditional culture, alpine scenery, and proximity to Lake Hallstatt in the Salzkammergut region.
-
C.
Bad Ischl railway station
Bad Ischl railway station is the main rail hub serving the spa town of Bad Ischl in Upper Austria, providing regional and intercity connections along the Salzkammergut railway line.
-
D.
Oberstdorf station
Oberstdorf station is the main railway terminus serving the alpine resort town of Oberstdorf in Bavaria, Germany, and a key gateway for visitors to the surrounding Allgäu region.
-
E.
Bad Aussee
Bad Aussee is a historic spa town in Austria’s Salzkammergut region, known for its alpine scenery, salt-mining heritage, and traditional Austrian culture.
- F. None of above.
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_69fe9dc625888190bf98eecf5f5b6707 |
completed | May 9, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fea1f203a48190a9cd007727ffb5be |
completed | May 9, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea27494ec8190ac6b796b12655624 |
completed | May 9, 2026, 2:56 a.m. |
Created at: April 10, 2026, 2:51 a.m.