Triple
T13635018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Schandau |
E325825
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Bad Schandau railway station
Bad Schandau railway station is a key rail hub in the Saxon Switzerland region of Germany, serving as the main access point for regional, long-distance, and cross-border train services along the Elbe Valley.
|
E1052534
|
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 Schandau railway station | Statement: [Bad Schandau, hasTransport, Bad Schandau railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Schandau railway station Context triple: [Bad Schandau, hasTransport, Bad Schandau railway station]
-
A.
Neukieritzsch station
Neukieritzsch station is a regional railway station in Saxony, Germany, serving as a stop and junction on the important Chemnitz–Leipzig rail corridor.
-
B.
Zinnowitz station
Zinnowitz station is a railway stop on the German island of Usedom that serves the seaside resort of Zinnowitz and is operated by the Usedomer Bäderbahn.
-
C.
Genthin station
Genthin station is a regional railway station in the town of Genthin in Saxony-Anhalt, Germany, serving as a stop on important local and interregional rail routes.
-
D.
Senftenberg railway station
Senftenberg railway station is the main train station serving the town of Senftenberg in Brandenburg, Germany, providing regional and local rail connections.
-
E.
Bad Waldsee railway station
Bad Waldsee railway station is a regional train station in the spa town of Bad Waldsee in Baden-Württemberg, Germany, providing rail connections for local residents and visitors.
- 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 Schandau railway station Triple: [Bad Schandau, hasTransport, Bad Schandau railway station]
Generated description
Bad Schandau railway station is a key rail hub in the Saxon Switzerland region of Germany, serving as the main access point for regional, long-distance, and cross-border train services along the Elbe Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Schandau railway station Target entity description: Bad Schandau railway station is a key rail hub in the Saxon Switzerland region of Germany, serving as the main access point for regional, long-distance, and cross-border train services along the Elbe Valley.
-
A.
Neukieritzsch station
Neukieritzsch station is a regional railway station in Saxony, Germany, serving as a stop and junction on the important Chemnitz–Leipzig rail corridor.
-
B.
Zinnowitz station
Zinnowitz station is a railway stop on the German island of Usedom that serves the seaside resort of Zinnowitz and is operated by the Usedomer Bäderbahn.
-
C.
Genthin station
Genthin station is a regional railway station in the town of Genthin in Saxony-Anhalt, Germany, serving as a stop on important local and interregional rail routes.
-
D.
Senftenberg railway station
Senftenberg railway station is the main train station serving the town of Senftenberg in Brandenburg, Germany, providing regional and local rail connections.
-
E.
Bad Waldsee railway station
Bad Waldsee railway station is a regional train station in the spa town of Bad Waldsee in Baden-Württemberg, Germany, providing rail connections for local residents and visitors.
- 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_69d8076beddc8190a53156f5bea77f5e |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc5a616dc81908b8c1213e1d4beed |
completed | April 12, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78aef6fd08190b209a94b9ddd024c |
completed | May 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69f78bd316788190a245e8199f6ac87b |
completed | May 3, 2026, 5:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78c94da6c8190b9bc1d04cee19c3c |
completed | May 3, 2026, 5:57 p.m. |
Created at: April 9, 2026, 9:51 p.m.