Triple
T23462120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Solothurn–Herzogenbuchsee railway line |
E569007
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Herzogenbuchsee railway station
Herzogenbuchsee railway station is a regional rail hub in the municipality of Herzogenbuchsee in the Swiss canton of Bern, providing passenger connections on several Swiss Federal Railways lines.
|
E1589407
|
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: Herzogenbuchsee railway station | Statement: [Solothurn–Herzogenbuchsee railway line, hasStation, Herzogenbuchsee railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herzogenbuchsee railway station Context triple: [Solothurn–Herzogenbuchsee railway line, hasStation, Herzogenbuchsee railway station]
-
A.
Zollikofen railway station
Zollikofen railway station is a regional and commuter rail station in the municipality of Zollikofen, near Bern in Switzerland, serving as a local transport hub for passengers in the area.
-
B.
Appenweier station
Appenweier station is a regional railway station in Appenweier, Germany, serving as a local transport hub connecting the town to the wider rail network.
-
C.
Münchenbuchsee railway station
Münchenbuchsee railway station is a local train station in the municipality of Münchenbuchsee in the canton of Bern, Switzerland, serving regional rail services.
-
D.
Blaubeuren station
Blaubeuren station is a regional railway stop in the town of Blaubeuren in Baden-Württemberg, Germany, serving local passenger services on the surrounding rail network.
-
E.
Neuenbürg station
Neuenbürg station is a regional railway stop in the town of Neuenbürg in Baden-Württemberg, Germany, serving local passenger traffic on the Enz Valley Railway.
- 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: Herzogenbuchsee railway station Triple: [Solothurn–Herzogenbuchsee railway line, hasStation, Herzogenbuchsee railway station]
Generated description
Herzogenbuchsee railway station is a regional rail hub in the municipality of Herzogenbuchsee in the Swiss canton of Bern, providing passenger connections on several Swiss Federal Railways lines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herzogenbuchsee railway station Target entity description: Herzogenbuchsee railway station is a regional rail hub in the municipality of Herzogenbuchsee in the Swiss canton of Bern, providing passenger connections on several Swiss Federal Railways lines.
-
A.
Zollikofen railway station
Zollikofen railway station is a regional and commuter rail station in the municipality of Zollikofen, near Bern in Switzerland, serving as a local transport hub for passengers in the area.
-
B.
Appenweier station
Appenweier station is a regional railway station in Appenweier, Germany, serving as a local transport hub connecting the town to the wider rail network.
-
C.
Münchenbuchsee railway station
Münchenbuchsee railway station is a local train station in the municipality of Münchenbuchsee in the canton of Bern, Switzerland, serving regional rail services.
-
D.
Blaubeuren station
Blaubeuren station is a regional railway stop in the town of Blaubeuren in Baden-Württemberg, Germany, serving local passenger services on the surrounding rail network.
-
E.
Neuenbürg station
Neuenbürg station is a regional railway stop in the town of Neuenbürg in Baden-Württemberg, Germany, serving local passenger traffic on the Enz Valley Railway.
- 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_69e2458ebd808190b3298163132cfb0b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a69cf7c48190b4d44e500f955b99 |
completed | April 29, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c825113588190a251450dc28f737b |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6eee2f48190b4e03039c4c96abe |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca80db6288190ae99313c1f2485db |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 5:54 p.m.