Triple
T9180806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freudenstadt |
E220321
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
railway station Freudenstadt Hauptbahnhof
Freudenstadt Hauptbahnhof is the main railway station serving the town of Freudenstadt in Germany’s Black Forest region, providing regional rail connections for passengers.
|
E781844
|
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: railway station Freudenstadt Hauptbahnhof | Statement: [Freudenstadt, hasTransport, railway station Freudenstadt Hauptbahnhof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: railway station Freudenstadt Hauptbahnhof Context triple: [Freudenstadt, hasTransport, railway station Freudenstadt Hauptbahnhof]
-
A.
Schorndorf station
Schorndorf station is a regional railway station in the town of Schorndorf in Baden-Württemberg, Germany, serving as a local transport hub on the Stuttgart–Bad Cannstatt–Aalen railway line.
-
B.
Freiburg Hauptbahnhof
Freiburg Hauptbahnhof is the main railway station and central transportation hub serving the city of Freiburg im Breisgau in southwestern Germany.
-
C.
Oberndorf (Neckar) station
Oberndorf (Neckar) station is a regional railway station in Oberndorf am Neckar, Baden-Württemberg, Germany, serving as a local stop on the railway line through the Neckar valley.
-
D.
Rastatt station
Rastatt station is the main railway station serving the town of Rastatt in Baden-Württemberg, Germany, providing regional and long-distance rail connections.
-
E.
Böblingen railway station
Böblingen railway station is a key regional and S-Bahn rail hub in the town of Böblingen in Baden-Württemberg, Germany.
- 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: railway station Freudenstadt Hauptbahnhof Triple: [Freudenstadt, hasTransport, railway station Freudenstadt Hauptbahnhof]
Generated description
Freudenstadt Hauptbahnhof is the main railway station serving the town of Freudenstadt in Germany’s Black Forest region, providing regional rail connections for passengers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: railway station Freudenstadt Hauptbahnhof Target entity description: Freudenstadt Hauptbahnhof is the main railway station serving the town of Freudenstadt in Germany’s Black Forest region, providing regional rail connections for passengers.
-
A.
Schorndorf station
Schorndorf station is a regional railway station in the town of Schorndorf in Baden-Württemberg, Germany, serving as a local transport hub on the Stuttgart–Bad Cannstatt–Aalen railway line.
-
B.
Freiburg Hauptbahnhof
Freiburg Hauptbahnhof is the main railway station and central transportation hub serving the city of Freiburg im Breisgau in southwestern Germany.
-
C.
Oberndorf (Neckar) station
Oberndorf (Neckar) station is a regional railway station in Oberndorf am Neckar, Baden-Württemberg, Germany, serving as a local stop on the railway line through the Neckar valley.
-
D.
Rastatt station
Rastatt station is the main railway station serving the town of Rastatt in Baden-Württemberg, Germany, providing regional and long-distance rail connections.
-
E.
Böblingen railway station
Böblingen railway station is a key regional and S-Bahn rail hub in the town of Böblingen in Baden-Württemberg, Germany.
- 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_69ca83e589948190ac9907819db11ddf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccc251da448190a5c7f684dac15a84 |
completed | April 1, 2026, 6:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d054b5512c8190aa7909ef8b56b186 |
completed | April 4, 2026, midnight |
| NEDg | Description generation | batch_69d055c6b7f08190ad6ff81adffaeab1 |
completed | April 4, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05655a27c8190b0445476c10f57ce |
completed | April 4, 2026, 12:07 a.m. |
Created at: March 30, 2026, 7:23 p.m.