Triple

T20585103
Position Surface form Disambiguated ID Type / Status
Subject Fribourg railway station E505764 entity
Predicate partOf P40 FINISHED
Object RER Fribourg / Freiburg network
The RER Fribourg / Freiburg network is a regional express rail system in the Swiss canton of Fribourg that connects the city with surrounding areas through frequent, commuter-oriented train services.
 E1438932 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: RER Fribourg / Freiburg network | Statement: [Fribourg railway station, partOf, RER Fribourg / Freiburg network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RER Fribourg / Freiburg network
Context triple: [Fribourg railway station, partOf, RER Fribourg / Freiburg network]
  • A. Geneva suburban rail network
    The Geneva suburban rail network is a regional commuter rail system serving the greater Geneva area, connecting the city with its surrounding suburbs and neighboring regions.
  • B. Dijon–Vallorbe railway
    The Dijon–Vallorbe railway is an international rail line linking Dijon in France to Vallorbe in Switzerland, forming a key route across the Jura for both passenger and freight traffic.
  • C. Lausanne–Ouchy railway
    The Lausanne–Ouchy railway was a historic funicular-turned-rack railway in Lausanne, Switzerland, that connected the city center with the lakeside district of Ouchy before being replaced by the modern metro system.
  • D. Fribourg–Yverdon railway line
    The Fribourg–Yverdon railway line is a standard-gauge Swiss rail route connecting the cities of Fribourg and Yverdon-les-Bains through the canton of Fribourg and the Broye region.
  • E. Bern–Fribourg railway line
    The Bern–Fribourg railway line is a key Swiss standard-gauge rail route connecting the cities of Bern and Fribourg, forming part of an important national and international transit corridor.
  • 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: RER Fribourg / Freiburg network
Triple: [Fribourg railway station, partOf, RER Fribourg / Freiburg network]
Generated description
The RER Fribourg / Freiburg network is a regional express rail system in the Swiss canton of Fribourg that connects the city with surrounding areas through frequent, commuter-oriented train services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RER Fribourg / Freiburg network
Target entity description: The RER Fribourg / Freiburg network is a regional express rail system in the Swiss canton of Fribourg that connects the city with surrounding areas through frequent, commuter-oriented train services.
  • A. Geneva suburban rail network
    The Geneva suburban rail network is a regional commuter rail system serving the greater Geneva area, connecting the city with its surrounding suburbs and neighboring regions.
  • B. Dijon–Vallorbe railway
    The Dijon–Vallorbe railway is an international rail line linking Dijon in France to Vallorbe in Switzerland, forming a key route across the Jura for both passenger and freight traffic.
  • C. Lausanne–Ouchy railway
    The Lausanne–Ouchy railway was a historic funicular-turned-rack railway in Lausanne, Switzerland, that connected the city center with the lakeside district of Ouchy before being replaced by the modern metro system.
  • D. Fribourg–Yverdon railway line
    The Fribourg–Yverdon railway line is a standard-gauge Swiss rail route connecting the cities of Fribourg and Yverdon-les-Bains through the canton of Fribourg and the Broye region.
  • E. Bern–Fribourg railway line
    The Bern–Fribourg railway line is a key Swiss standard-gauge rail route connecting the cities of Bern and Fribourg, forming part of an important national and international transit corridor.
  • 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_69e0b4b9669c8190b8e81fc72817d42c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a975f098819083700593a9fa6cd0 completed April 20, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08aceef59881908b63e33baa53b35f completed May 16, 2026, 5:44 p.m.
NEDg Description generation batch_6a08ae401ed481908b6222d572d57b35 completed May 16, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_6a08aec256988190bc43a1f784a458ec completed May 16, 2026, 5:52 p.m.
Created at: April 16, 2026, 11:40 a.m.