Triple
T12055715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grabs |
E287035
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
Buchs SG railway station (nearby)
Buchs SG railway station is a key rail hub in the canton of St. Gallen, Switzerland, providing regional and international train connections, including cross-border services to Austria and Liechtenstein.
|
E961257
|
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: Buchs SG railway station (nearby) | Statement: [Grabs, hasTransportConnection, Buchs SG railway station (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buchs SG railway station (nearby) Context triple: [Grabs, hasTransportConnection, Buchs SG railway station (nearby)]
-
A.
Schmitten railway station
Schmitten railway station is a local Swiss train stop in the municipality of Schmitten, serving regional passenger traffic between the cities of Bern and Fribourg.
-
B.
Baden railway station
Baden railway station is the main rail hub serving the town of Baden in the Swiss canton of Aargau, providing regional and long-distance train connections.
-
C.
Starnberg railway station
Starnberg railway station is a regional train station in the Bavarian town of Starnberg, Germany, serving as a key stop on the Munich–Garmisch-Partenkirchen railway line along Lake Starnberg.
-
D.
Schlieren railway station
Schlieren railway station is a local train station in the municipality of Schlieren in the canton of Zurich, Switzerland, serving regional and S-Bahn commuter rail services.
-
E.
Brugg AG railway station
Brugg AG railway station is a key regional rail hub in the Swiss canton of Aargau, serving the town of Brugg with connections on several important national and local lines.
- 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: Buchs SG railway station (nearby) Triple: [Grabs, hasTransportConnection, Buchs SG railway station (nearby)]
Generated description
Buchs SG railway station is a key rail hub in the canton of St. Gallen, Switzerland, providing regional and international train connections, including cross-border services to Austria and Liechtenstein.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buchs SG railway station (nearby) Target entity description: Buchs SG railway station is a key rail hub in the canton of St. Gallen, Switzerland, providing regional and international train connections, including cross-border services to Austria and Liechtenstein.
-
A.
Schmitten railway station
Schmitten railway station is a local Swiss train stop in the municipality of Schmitten, serving regional passenger traffic between the cities of Bern and Fribourg.
-
B.
Baden railway station
Baden railway station is the main rail hub serving the town of Baden in the Swiss canton of Aargau, providing regional and long-distance train connections.
-
C.
Starnberg railway station
Starnberg railway station is a regional train station in the Bavarian town of Starnberg, Germany, serving as a key stop on the Munich–Garmisch-Partenkirchen railway line along Lake Starnberg.
-
D.
Schlieren railway station
Schlieren railway station is a local train station in the municipality of Schlieren in the canton of Zurich, Switzerland, serving regional and S-Bahn commuter rail services.
-
E.
Brugg AG railway station
Brugg AG railway station is a key regional rail hub in the Swiss canton of Aargau, serving the town of Brugg with connections on several important national and local lines.
- 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90425258c8190ba7b3b837c439253 |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49dea043c8190a74ffb448bbae5d0 |
completed | May 1, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69f53d96c3f08190847ba49929b7628f |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f56495830c8190ad5e1767f251b4c5 |
completed | May 2, 2026, 2:42 a.m. |
Created at: April 8, 2026, 9:47 p.m.