Triple
T20522532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schmitten railway station |
E503845
|
entity |
| Predicate | servesRoute |
P31354
|
FINISHED |
| Object |
Bern–Fribourg
Bern–Fribourg is a key Swiss railway corridor linking the cities of Bern and Fribourg and forming part of an important national and international transit route.
|
E1449396
|
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: Bern–Fribourg | Statement: [Schmitten railway station, servesRoute, Bern–Fribourg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bern–Fribourg Context triple: [Schmitten railway station, servesRoute, Bern–Fribourg]
-
A.
Gros-de-Vaud
Gros-de-Vaud is a predominantly rural district in the canton of Vaud, Switzerland, known for its agricultural landscape and small towns.
-
B.
Fribourg
Fribourg is a bilingual Swiss canton in western Switzerland known for its medieval capital city and location at the cultural boundary between French- and German-speaking regions.
-
C.
Port-Valais
Port-Valais is a small Swiss municipality in the canton of Valais, located near the eastern end of Lake Geneva and known for its scenic lakeside and Rhône delta landscapes.
-
D.
Upper Valais
Upper Valais is the predominantly German-speaking, mountainous eastern part of the Swiss canton of Valais, known for its Alpine landscapes, glaciers, and major ski resorts.
-
E.
canton of Fribourg
The canton of Fribourg is a bilingual (French- and German-speaking) Swiss canton in western Switzerland, known for its medieval capital city, rural landscapes, and traditional cheese-making regions such as Gruyères.
- 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: Bern–Fribourg Triple: [Schmitten railway station, servesRoute, Bern–Fribourg]
Generated description
Bern–Fribourg is a key Swiss railway corridor linking the cities of Bern and Fribourg and forming part of an important national and international transit route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bern–Fribourg Target entity description: Bern–Fribourg is a key Swiss railway corridor linking the cities of Bern and Fribourg and forming part of an important national and international transit route.
-
A.
Gros-de-Vaud
Gros-de-Vaud is a predominantly rural district in the canton of Vaud, Switzerland, known for its agricultural landscape and small towns.
-
B.
Fribourg
Fribourg is a bilingual Swiss canton in western Switzerland known for its medieval capital city and location at the cultural boundary between French- and German-speaking regions.
-
C.
Port-Valais
Port-Valais is a small Swiss municipality in the canton of Valais, located near the eastern end of Lake Geneva and known for its scenic lakeside and Rhône delta landscapes.
-
D.
Upper Valais
Upper Valais is the predominantly German-speaking, mountainous eastern part of the Swiss canton of Valais, known for its Alpine landscapes, glaciers, and major ski resorts.
-
E.
canton of Fribourg
The canton of Fribourg is a bilingual (French- and German-speaking) Swiss canton in western Switzerland, known for its medieval capital city, rural landscapes, and traditional cheese-making regions such as Gruyères.
- 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_69e0b4b3a6e08190ae663701f50fab8e |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69f471f18819091e8a57161fe0225 |
completed | April 20, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08ef71f71c8190929b43bc9fc9a02b |
completed | May 16, 2026, 10:28 p.m. |
| NEDg | Description generation | batch_6a08f158ebb88190ae15cc2e31fc2082 |
completed | May 16, 2026, 10:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08f1db89bc81908152904adf96b892 |
completed | May 16, 2026, 10:38 p.m. |
Created at: April 16, 2026, 11:36 a.m.