Triple

T5225040
Position Surface form Disambiguated ID Type / Status
Subject Bern–Fribourg railway line E117963 entity
Predicate hasRailwayStation P918 FINISHED
Object Flamatt railway station
Flamatt railway station is a local Swiss rail stop in the village of Flamatt, serving regional passenger traffic on the route between Bern and Fribourg.
E503844 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: Flamatt railway station | Statement: [Bern–Fribourg railway line, hasRailwayStation, Flamatt railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flamatt railway station
Context triple: [Bern–Fribourg railway line, hasRailwayStation, Flamatt railway station]
  • A. Nid d'Aigle station
    Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
  • B. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • C. Vaneau station
    Vaneau station is a Paris Métro stop in the 7th and 6th arrondissements, serving the residential and institutional Left Bank area near Invalides and several ministries.
  • D. Porrentruy railway station
    Porrentruy railway station is the main train station serving the town of Porrentruy in the Swiss canton of Jura, providing regional and intercity rail connections.
  • E. Carcassonne station
    Carcassonne station is the main railway station serving the city of Carcassonne in southern France, providing regional and long-distance train connections.
  • 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: Flamatt railway station
Triple: [Bern–Fribourg railway line, hasRailwayStation, Flamatt railway station]
Generated description
Flamatt railway station is a local Swiss rail stop in the village of Flamatt, serving regional passenger traffic on the route between Bern and Fribourg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flamatt railway station
Target entity description: Flamatt railway station is a local Swiss rail stop in the village of Flamatt, serving regional passenger traffic on the route between Bern and Fribourg.
  • A. Nid d'Aigle station
    Nid d'Aigle station is a high-altitude terminus of the Mont Blanc Tramway in the French Alps, serving as a popular starting point for mountaineers and hikers heading toward Mont Blanc.
  • B. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • C. Vaneau station
    Vaneau station is a Paris Métro stop in the 7th and 6th arrondissements, serving the residential and institutional Left Bank area near Invalides and several ministries.
  • D. Porrentruy railway station
    Porrentruy railway station is the main train station serving the town of Porrentruy in the Swiss canton of Jura, providing regional and intercity rail connections.
  • E. Carcassonne station
    Carcassonne station is the main railway station serving the city of Carcassonne in southern France, providing regional and long-distance train connections.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7adb034c819086bf8a85fbf158f4 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69beeffc51888190938dc157b14c4b6c completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef0b2b6448190be1c465738be741b completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef121817c8190aebd27ee34c0a419 completed March 21, 2026, 7:27 p.m.
Created at: March 20, 2026, 1:48 p.m.