Triple
T21457807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | St. Margrethen railway station |
E529386
|
entity |
| Predicate | hasService |
P182
|
FINISHED |
| Object |
S-Bahn Vorarlberg
S-Bahn Vorarlberg is a regional suburban rail network serving the Austrian state of Vorarlberg and connecting it with neighboring regions such as eastern Switzerland.
|
E1485755
|
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: S-Bahn Vorarlberg | Statement: [St. Margrethen railway station, hasService, S-Bahn Vorarlberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: S-Bahn Vorarlberg Context triple: [St. Margrethen railway station, hasService, S-Bahn Vorarlberg]
-
A.
S-Bahn Tirol
S-Bahn Tirol is a regional suburban rail network in the Austrian state of Tyrol that connects Innsbruck with surrounding towns and valleys.
-
B.
S-Bahn Steiermark
S-Bahn Steiermark is a regional suburban rail network serving the Austrian state of Styria, centered around the city of Graz.
-
C.
S-Bahn Kärnten services
S-Bahn Kärnten services are regional suburban rail lines operating in the Austrian state of Carinthia, providing frequent local connections centered around major hubs such as Villach.
-
D.
Bern S-Bahn
The Bern S-Bahn is a regional commuter rail network serving the city of Bern and its surrounding areas in Switzerland, providing frequent connections between the capital and neighboring towns.
-
E.
Voralpen-Express
The Voralpen-Express is a scenic Swiss intercity train service that connects eastern and central Switzerland across the pre-Alpine region.
- 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: S-Bahn Vorarlberg Triple: [St. Margrethen railway station, hasService, S-Bahn Vorarlberg]
Generated description
S-Bahn Vorarlberg is a regional suburban rail network serving the Austrian state of Vorarlberg and connecting it with neighboring regions such as eastern Switzerland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: S-Bahn Vorarlberg Target entity description: S-Bahn Vorarlberg is a regional suburban rail network serving the Austrian state of Vorarlberg and connecting it with neighboring regions such as eastern Switzerland.
-
A.
S-Bahn Tirol
S-Bahn Tirol is a regional suburban rail network in the Austrian state of Tyrol that connects Innsbruck with surrounding towns and valleys.
-
B.
S-Bahn Steiermark
S-Bahn Steiermark is a regional suburban rail network serving the Austrian state of Styria, centered around the city of Graz.
-
C.
S-Bahn Kärnten services
S-Bahn Kärnten services are regional suburban rail lines operating in the Austrian state of Carinthia, providing frequent local connections centered around major hubs such as Villach.
-
D.
Bern S-Bahn
The Bern S-Bahn is a regional commuter rail network serving the city of Bern and its surrounding areas in Switzerland, providing frequent connections between the capital and neighboring towns.
-
E.
Voralpen-Express
The Voralpen-Express is a scenic Swiss intercity train service that connects eastern and central Switzerland across the pre-Alpine region.
- 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_69e0c458133481908ae8b41a12c4edec |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9ec254081909a703056022f4f45 |
completed | April 23, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09cfec1aac8190a2d0e44aef54e7f1 |
completed | May 17, 2026, 2:25 p.m. |
| NEDg | Description generation | batch_6a09d0b09b7c8190ada49df657da33b0 |
completed | May 17, 2026, 2:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09d131109c81909183c84c31f66b5a |
completed | May 17, 2026, 2:31 p.m. |
Created at: April 16, 2026, 6:08 p.m.