Triple
T9723700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zweibrücken |
E235546
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Zweibrücken Hauptbahnhof
Zweibrücken Hauptbahnhof is the main railway station serving the town of Zweibrücken in Rhineland-Palatinate, Germany, providing regional passenger rail connections.
|
E817358
|
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: Zweibrücken Hauptbahnhof | Statement: [Zweibrücken, hasRailwayStation, Zweibrücken Hauptbahnhof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zweibrücken Hauptbahnhof Context triple: [Zweibrücken, hasRailwayStation, Zweibrücken Hauptbahnhof]
-
A.
Koblenz Hauptbahnhof
Koblenz Hauptbahnhof is the main railway station and central transport hub of the city of Koblenz in western Germany.
-
B.
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.
-
C.
Neustadt (Aisch) station
Neustadt (Aisch) station is a regional railway station in the town of Neustadt an der Aisch in Bavaria, Germany, serving local passenger rail services.
-
D.
Wiesloch-Walldorf station
Wiesloch-Walldorf station is a regional railway station in southwestern Germany that serves the towns of Wiesloch and Walldorf as a local transport hub.
-
E.
Sigmaringen station
Sigmaringen station is a regional railway station in Sigmaringen, Germany, serving as an important junction and endpoint for several local and regional rail services in Baden-Württemberg.
- 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: Zweibrücken Hauptbahnhof Triple: [Zweibrücken, hasRailwayStation, Zweibrücken Hauptbahnhof]
Generated description
Zweibrücken Hauptbahnhof is the main railway station serving the town of Zweibrücken in Rhineland-Palatinate, Germany, providing regional passenger rail connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zweibrücken Hauptbahnhof Target entity description: Zweibrücken Hauptbahnhof is the main railway station serving the town of Zweibrücken in Rhineland-Palatinate, Germany, providing regional passenger rail connections.
-
A.
Koblenz Hauptbahnhof
Koblenz Hauptbahnhof is the main railway station and central transport hub of the city of Koblenz in western Germany.
-
B.
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.
-
C.
Neustadt (Aisch) station
Neustadt (Aisch) station is a regional railway station in the town of Neustadt an der Aisch in Bavaria, Germany, serving local passenger rail services.
-
D.
Wiesloch-Walldorf station
Wiesloch-Walldorf station is a regional railway station in southwestern Germany that serves the towns of Wiesloch and Walldorf as a local transport hub.
-
E.
Sigmaringen station
Sigmaringen station is a regional railway station in Sigmaringen, Germany, serving as an important junction and endpoint for several local and regional rail services in Baden-Württemberg.
- 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_69ca84d0123c819096f9dc3b6abb0881 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9e77096481908ffd315fecb1d5ec |
completed | April 1, 2026, 10:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19faa064081909c1d23044984a17c |
completed | April 4, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d1a3cc5420819091ee338da5afe4b7 |
completed | April 4, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a5f265148190af432e3640221a33 |
completed | April 4, 2026, 11:59 p.m. |
Created at: March 30, 2026, 8:20 p.m.