Triple

T18213717
Position Surface form Disambiguated ID Type / Status
Subject Fraubrunnen E436096 entity
Predicate hasRailwayStation P918 FINISHED
Object Fraubrunnen railway station
Fraubrunnen railway station is a local Swiss rail stop in the municipality of Fraubrunnen in the canton of Bern, serving regional passenger services.
E1315700 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: Fraubrunnen railway station | Statement: [Fraubrunnen, hasRailwayStation, Fraubrunnen railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fraubrunnen railway station
Context triple: [Fraubrunnen, hasRailwayStation, Fraubrunnen railway station]
  • A. Bettlach railway station
    Bettlach railway station is a local Swiss railway stop serving the municipality of Bettlach in the canton of Solothurn.
  • B. Zollikofen railway station
    Zollikofen railway station is a regional and commuter rail station in the municipality of Zollikofen, near Bern in Switzerland, serving as a local transport hub for passengers in the area.
  • C. Langnau-Gattikon railway station
    Langnau-Gattikon railway station is a local train stop in the municipality of Langnau am Albis in the canton of Zurich, Switzerland, serving regional commuter traffic.
  • D. Biberach (Riß) station
    Biberach (Riß) station is a regional railway station in the town of Biberach an der Riß in Baden-Württemberg, Germany, serving as a local transport hub on the Upper Swabian railway network.
  • E. 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.
  • 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: Fraubrunnen railway station
Triple: [Fraubrunnen, hasRailwayStation, Fraubrunnen railway station]
Generated description
Fraubrunnen railway station is a local Swiss rail stop in the municipality of Fraubrunnen in the canton of Bern, serving regional passenger services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fraubrunnen railway station
Target entity description: Fraubrunnen railway station is a local Swiss rail stop in the municipality of Fraubrunnen in the canton of Bern, serving regional passenger services.
  • A. Bettlach railway station
    Bettlach railway station is a local Swiss railway stop serving the municipality of Bettlach in the canton of Solothurn.
  • B. Zollikofen railway station
    Zollikofen railway station is a regional and commuter rail station in the municipality of Zollikofen, near Bern in Switzerland, serving as a local transport hub for passengers in the area.
  • C. Langnau-Gattikon railway station
    Langnau-Gattikon railway station is a local train stop in the municipality of Langnau am Albis in the canton of Zurich, Switzerland, serving regional commuter traffic.
  • D. Biberach (Riß) station
    Biberach (Riß) station is a regional railway station in the town of Biberach an der Riß in Baden-Württemberg, Germany, serving as a local transport hub on the Upper Swabian railway network.
  • E. 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.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e475953c81909f792793ded2057e completed April 19, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3e663b081908eeb0905454e72f5 completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b48273c88190a95332f1ecce7fb7 completed May 12, 2026, 11:15 p.m.
NED2 Entity disambiguation (via description) batch_6a03b5470d408190ae676062f2855508 completed May 12, 2026, 11:18 p.m.
Created at: April 10, 2026, 10:32 a.m.