Triple
T6824059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neckarau |
E156969
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Mannheim-Neckarau railway station
Mannheim-Neckarau railway station is a local rail stop in the Mannheim district of Neckarau in Germany, serving regional passenger traffic and connecting the area to the wider rail network.
|
E622294
|
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: Mannheim-Neckarau railway station | Statement: [Neckarau, transport, Mannheim-Neckarau railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mannheim-Neckarau railway station Context triple: [Neckarau, transport, Mannheim-Neckarau railway station]
-
A.
Mannheim Hauptbahnhof
Mannheim Hauptbahnhof is the central railway station of Mannheim in southwestern Germany and a major rail hub in the Rhine-Neckar metropolitan region.
-
B.
Frankfurt Bockenheim railway station
Frankfurt Bockenheim railway station is a local rail stop in the Bockenheim district of Frankfurt am Main, Germany, providing regional and commuter train connections.
-
C.
Karlsruhe Hauptbahnhof
Karlsruhe Hauptbahnhof is the main railway station of Karlsruhe, Germany, serving as a major regional and long-distance transport hub in the state of Baden-Württemberg.
-
D.
Frankfurt Südbahnhof
Frankfurt Südbahnhof is a major railway and S-Bahn station in Frankfurt am Main that serves as an important southern transport hub for both regional and local connections.
-
E.
Ludwigshafen-Oggersheim station
Ludwigshafen-Oggersheim station is a local railway station in the Oggersheim district of Ludwigshafen am Rhein, Germany, serving regional and commuter rail traffic.
- 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: Mannheim-Neckarau railway station Triple: [Neckarau, transport, Mannheim-Neckarau railway station]
Generated description
Mannheim-Neckarau railway station is a local rail stop in the Mannheim district of Neckarau in Germany, serving regional passenger traffic and connecting the area to the wider rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mannheim-Neckarau railway station Target entity description: Mannheim-Neckarau railway station is a local rail stop in the Mannheim district of Neckarau in Germany, serving regional passenger traffic and connecting the area to the wider rail network.
-
A.
Mannheim Hauptbahnhof
Mannheim Hauptbahnhof is the central railway station of Mannheim in southwestern Germany and a major rail hub in the Rhine-Neckar metropolitan region.
-
B.
Frankfurt Bockenheim railway station
Frankfurt Bockenheim railway station is a local rail stop in the Bockenheim district of Frankfurt am Main, Germany, providing regional and commuter train connections.
-
C.
Karlsruhe Hauptbahnhof
Karlsruhe Hauptbahnhof is the main railway station of Karlsruhe, Germany, serving as a major regional and long-distance transport hub in the state of Baden-Württemberg.
-
D.
Frankfurt Südbahnhof
Frankfurt Südbahnhof is a major railway and S-Bahn station in Frankfurt am Main that serves as an important southern transport hub for both regional and local connections.
-
E.
Ludwigshafen-Oggersheim station
Ludwigshafen-Oggersheim station is a local railway station in the Oggersheim district of Ludwigshafen am Rhein, Germany, serving regional and commuter rail traffic.
- 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_69c688298a288190af3f285d57f76bbe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d580ca448190aa6d52908ca50e39 |
completed | March 27, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723ee0e94819095a678e1073869d5 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c7254674008190972b4f8619b28776 |
completed | March 28, 2026, 12:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c725be2ad881908e97017baabbd854 |
completed | March 28, 2026, 12:50 a.m. |
Created at: March 27, 2026, 2:18 p.m.