Triple
T11313193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amberg |
E267893
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Amberg station
Amberg station is the main railway station serving the town of Amberg in Bavaria, Germany, providing regional and local train connections.
|
E917560
|
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: Amberg station | Statement: [Amberg, hasRailwayStation, Amberg station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amberg station Context triple: [Amberg, hasRailwayStation, Amberg station]
-
A.
Rosenheim station
Rosenheim station is a major railway hub in the Bavarian town of Rosenheim, Germany, serving regional and long-distance passenger services on several important rail routes.
-
B.
Weiden (Oberpfalz) station
Weiden (Oberpfalz) station is a regional railway station in the Bavarian town of Weiden in der Oberpfalz, Germany, serving as a local transport hub for passenger rail services in the Upper Palatinate region.
-
C.
Eggenfelden station
Eggenfelden station is a regional railway station in the town of Eggenfelden in Bavaria, Germany, serving local passenger rail services.
-
D.
Possenhofen station
Possenhofen station is a regional railway stop in the municipality of Pöcking, Bavaria, serving the area near Lake Starnberg.
-
E.
Nürnberg-Steinbühl station
Nürnberg-Steinbühl station is a local railway station in Nuremberg, Germany, serving regional and S-Bahn commuter services within the city’s rail network.
- 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: Amberg station Triple: [Amberg, hasRailwayStation, Amberg station]
Generated description
Amberg station is the main railway station serving the town of Amberg in Bavaria, Germany, providing regional and local train connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amberg station Target entity description: Amberg station is the main railway station serving the town of Amberg in Bavaria, Germany, providing regional and local train connections.
-
A.
Rosenheim station
Rosenheim station is a major railway hub in the Bavarian town of Rosenheim, Germany, serving regional and long-distance passenger services on several important rail routes.
-
B.
Weiden (Oberpfalz) station
Weiden (Oberpfalz) station is a regional railway station in the Bavarian town of Weiden in der Oberpfalz, Germany, serving as a local transport hub for passenger rail services in the Upper Palatinate region.
-
C.
Eggenfelden station
Eggenfelden station is a regional railway station in the town of Eggenfelden in Bavaria, Germany, serving local passenger rail services.
-
D.
Possenhofen station
Possenhofen station is a regional railway stop in the municipality of Pöcking, Bavaria, serving the area near Lake Starnberg.
-
E.
Nürnberg-Steinbühl station
Nürnberg-Steinbühl station is a local railway station in Nuremberg, Germany, serving regional and S-Bahn commuter services within the city’s rail network.
- 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_69d6aaca5c24819083db46a30d86cb34 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9c1b7dc81908d8cc768c47390d3 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a910a2c8190b8afd4c988e64141 |
completed | April 19, 2026, 5:02 p.m. |
| NEDg | Description generation | batch_69e5167083fc8190b5cdbfca5b25b295 |
completed | April 19, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e51795f024819086bfe7deba485fdd |
completed | April 19, 2026, 5:57 p.m. |
Created at: April 8, 2026, 9:32 p.m.