Triple
T5392642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biberist |
E120368
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Biberist RBS railway station
Biberist RBS railway station is a local Swiss railway stop in the municipality of Biberist, serving regional commuter traffic on the network of the Regionalverkehr Bern-Solothurn (RBS).
|
E517683
|
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: Biberist RBS railway station | Statement: [Biberist, hasRailwayStation, Biberist RBS railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biberist RBS railway station Context triple: [Biberist, hasRailwayStation, Biberist RBS railway station]
-
A.
Basmane railway station
Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
-
B.
Bern railway station
Bern railway station is the main railway hub of Switzerland’s capital city, serving as a central node for national and international train connections.
-
C.
Hay Railway Station
Hay Railway Station is a historic former railway station in Hay, New South Wales, recognized as a heritage-listed site for its architectural and transport significance.
-
D.
Binz railway station
Binz railway station is the main train station serving the seaside resort town of Binz on Germany’s Baltic Sea island of Rügen.
-
E.
Robina railway station
Robina railway station is a major suburban train station on Queensland’s Gold Coast, serving the suburb of Robina and connecting it to Brisbane and other regional destinations.
- 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: Biberist RBS railway station Triple: [Biberist, hasRailwayStation, Biberist RBS railway station]
Generated description
Biberist RBS railway station is a local Swiss railway stop in the municipality of Biberist, serving regional commuter traffic on the network of the Regionalverkehr Bern-Solothurn (RBS).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biberist RBS railway station Target entity description: Biberist RBS railway station is a local Swiss railway stop in the municipality of Biberist, serving regional commuter traffic on the network of the Regionalverkehr Bern-Solothurn (RBS).
-
A.
Basmane railway station
Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
-
B.
Bern railway station
Bern railway station is the main railway hub of Switzerland’s capital city, serving as a central node for national and international train connections.
-
C.
Hay Railway Station
Hay Railway Station is a historic former railway station in Hay, New South Wales, recognized as a heritage-listed site for its architectural and transport significance.
-
D.
Binz railway station
Binz railway station is the main train station serving the seaside resort town of Binz on Germany’s Baltic Sea island of Rügen.
-
E.
Robina railway station
Robina railway station is a major suburban train station on Queensland’s Gold Coast, serving the suburb of Robina and connecting it to Brisbane and other regional destinations.
- 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_69bf3366a0588190b1e5e48be86471fe |
completed | March 22, 2026, 12:10 a.m. |
| NEDg | Description generation | batch_69bf36295f608190b2c7d66874741d27 |
completed | March 22, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf36c7b5988190901a7fb643313c11 |
completed | March 22, 2026, 12:24 a.m. |
Created at: March 20, 2026, 2:04 p.m.