Triple
T22366526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hermaringen |
E552918
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Hermaringen station
Hermaringen station is a small regional railway stop in the municipality of Hermaringen in Baden-Württemberg, Germany, serving local passenger rail services.
|
E1532300
|
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: Hermaringen station | Statement: [Hermaringen, hasRailwayStation, Hermaringen station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hermaringen station Context triple: [Hermaringen, hasRailwayStation, Hermaringen station]
-
A.
Herrenberg station
Herrenberg station is a railway station in the town of Herrenberg in Baden-Württemberg, Germany, serving as a regional transport hub with connections to local and S-Bahn services.
-
B.
Kuppenheim station
Kuppenheim station is a local railway stop in the town of Kuppenheim in Baden-Württemberg, Germany, serving regional passenger traffic.
-
C.
Hallwang-Elixhausen station
Hallwang-Elixhausen station is a local railway stop serving the municipalities of Hallwang and Elixhausen in the state of Salzburg, Austria.
-
D.
Hütteldorf station
Hütteldorf station is a major transport hub in Vienna that serves as the western endpoint of the U4 metro line and connects urban rail with regional and long-distance train services.
-
E.
Langenau station
Langenau station is a regional railway stop in the town of Langenau in Baden-Württemberg, Germany, serving local passenger rail services.
- 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: Hermaringen station Triple: [Hermaringen, hasRailwayStation, Hermaringen station]
Generated description
Hermaringen station is a small regional railway stop in the municipality of Hermaringen in Baden-Württemberg, Germany, serving local passenger rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hermaringen station Target entity description: Hermaringen station is a small regional railway stop in the municipality of Hermaringen in Baden-Württemberg, Germany, serving local passenger rail services.
-
A.
Herrenberg station
Herrenberg station is a railway station in the town of Herrenberg in Baden-Württemberg, Germany, serving as a regional transport hub with connections to local and S-Bahn services.
-
B.
Kuppenheim station
Kuppenheim station is a local railway stop in the town of Kuppenheim in Baden-Württemberg, Germany, serving regional passenger traffic.
-
C.
Hallwang-Elixhausen station
Hallwang-Elixhausen station is a local railway stop serving the municipalities of Hallwang and Elixhausen in the state of Salzburg, Austria.
-
D.
Hütteldorf station
Hütteldorf station is a major transport hub in Vienna that serves as the western endpoint of the U4 metro line and connects urban rail with regional and long-distance train services.
-
E.
Langenau station
Langenau station is a regional railway stop in the town of Langenau in Baden-Württemberg, Germany, serving local passenger rail services.
- 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_69e11e4affcc8190ba7c27d29062558d |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1580074dc819091305ac7017000d3 |
completed | April 29, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae065f01481909ddf2c27e2b471bf |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae16a8bcc8190852dd17f9c780123 |
completed | May 18, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1e16fac8190b0b56d00a87d173f |
completed | May 18, 2026, 9:54 a.m. |
Created at: April 16, 2026, 8:44 p.m.