Triple
T5392640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biberist |
E120368
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
Solothurn–Langnau railway line
The Solothurn–Langnau railway line is a Swiss standard-gauge rail route connecting the city of Solothurn with Langnau im Emmental through the canton of Bern.
|
E524715
|
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: Solothurn–Langnau railway line | Statement: [Biberist, hasTransportConnection, Solothurn–Langnau railway line]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Solothurn–Langnau railway line Context triple: [Biberist, hasTransportConnection, Solothurn–Langnau railway line]
-
A.
Lucerne–Stans–Engelberg railway line
The Lucerne–Stans–Engelberg railway line is a Swiss metre-gauge mountain railway connecting the city of Lucerne with the resort area of Engelberg via Stans, known for its scenic alpine route and tourism importance.
-
B.
Olten–Bern railway line
The Olten–Bern railway line is a major Swiss rail corridor connecting the city of Bern with Olten, forming part of the country’s primary east–west transit axis.
-
C.
Zurich–Winterthur railway line
The Zurich–Winterthur railway line is a major Swiss rail corridor connecting the cities of Zurich and Winterthur, serving as a key route for both regional and long-distance passenger traffic.
-
D.
Basel–Olten railway line
The Basel–Olten railway line is a major Swiss rail corridor linking the city of Basel with the central hub of Olten, forming part of a key national and international transit route.
-
E.
Yverdon–Neuchâtel railway line
The Yverdon–Neuchâtel railway line is a standard-gauge rail route in western Switzerland that connects the towns of Yverdon-les-Bains and Neuchâtel along the southern shore of Lake Neuchâtel.
- 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: Solothurn–Langnau railway line Triple: [Biberist, hasTransportConnection, Solothurn–Langnau railway line]
Generated description
The Solothurn–Langnau railway line is a Swiss standard-gauge rail route connecting the city of Solothurn with Langnau im Emmental through the canton of Bern.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Solothurn–Langnau railway line Target entity description: The Solothurn–Langnau railway line is a Swiss standard-gauge rail route connecting the city of Solothurn with Langnau im Emmental through the canton of Bern.
-
A.
Lucerne–Stans–Engelberg railway line
The Lucerne–Stans–Engelberg railway line is a Swiss metre-gauge mountain railway connecting the city of Lucerne with the resort area of Engelberg via Stans, known for its scenic alpine route and tourism importance.
-
B.
Olten–Bern railway line
The Olten–Bern railway line is a major Swiss rail corridor connecting the city of Bern with Olten, forming part of the country’s primary east–west transit axis.
-
C.
Zurich–Winterthur railway line
The Zurich–Winterthur railway line is a major Swiss rail corridor connecting the cities of Zurich and Winterthur, serving as a key route for both regional and long-distance passenger traffic.
-
D.
Basel–Olten railway line
The Basel–Olten railway line is a major Swiss rail corridor linking the city of Basel with the central hub of Olten, forming part of a key national and international transit route.
-
E.
Yverdon–Neuchâtel railway line
The Yverdon–Neuchâtel railway line is a standard-gauge rail route in western Switzerland that connects the towns of Yverdon-les-Bains and Neuchâtel along the southern shore of Lake Neuchâtel.
- 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_69bd46354c648190a38b26f107010a96 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd8719ff04819089e3a90f90b5e3fc |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf77af7f0881908fad92962a2a6191 |
completed | March 22, 2026, 5:01 a.m. |
| NEDg | Description generation | batch_69bf793511688190a30ee0d5e3a5c7c1 |
completed | March 22, 2026, 5:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf798e62e881909f176efcf981bc2f |
completed | March 22, 2026, 5:09 a.m. |
Created at: March 20, 2026, 2:04 p.m.