Triple

T8978059
Position Surface form Disambiguated ID Type / Status
Subject Fréjus E214446 entity
Predicate transport P230 FINISHED
Object Fréjus railway station
Fréjus railway station is a regional train station in the town of Fréjus in southeastern France, serving as a local stop on the rail line along the Mediterranean coast.
 E783603 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: Fréjus railway station | Statement: [Fréjus, transport, Fréjus railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fréjus railway station
Context triple: [Fréjus, transport, Fréjus railway station]
  • A. Gare d’Antibes
    Gare d’Antibes is the main railway station serving the coastal town of Antibes on the French Riviera, providing regional and long-distance train connections.
  • B. Cagnes-sur-Mer station
    Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
  • C. Gare de Cannes
    Gare de Cannes is the main railway station serving the coastal city of Cannes on France’s Côte d’Azur, providing regional and long-distance train connections.
  • D. Marseille-Saint-Charles station
    Marseille-Saint-Charles station is the main railway terminus in Marseille, France, serving as a major national and regional transport hub.
  • E. Roquebrune-Cap-Martin railway station
    Roquebrune-Cap-Martin railway station is a regional train station on the French Riviera serving the commune of Roquebrune-Cap-Martin near Monaco.
  • 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: Fréjus railway station
Triple: [Fréjus, transport, Fréjus railway station]
Generated description
Fréjus railway station is a regional train station in the town of Fréjus in southeastern France, serving as a local stop on the rail line along the Mediterranean coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fréjus railway station
Target entity description: Fréjus railway station is a regional train station in the town of Fréjus in southeastern France, serving as a local stop on the rail line along the Mediterranean coast.
  • A. Gare d’Antibes
    Gare d’Antibes is the main railway station serving the coastal town of Antibes on the French Riviera, providing regional and long-distance train connections.
  • B. Cagnes-sur-Mer station
    Cagnes-sur-Mer station is a railway station in the coastal town of Cagnes-sur-Mer in southeastern France, serving regional train connections along the French Riviera.
  • C. Gare de Cannes
    Gare de Cannes is the main railway station serving the coastal city of Cannes on France’s Côte d’Azur, providing regional and long-distance train connections.
  • D. Marseille-Saint-Charles station
    Marseille-Saint-Charles station is the main railway terminus in Marseille, France, serving as a major national and regional transport hub.
  • E. Roquebrune-Cap-Martin railway station
    Roquebrune-Cap-Martin railway station is a regional train station on the French Riviera serving the commune of Roquebrune-Cap-Martin near Monaco.
  • 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_69ca839ea8b88190922c6a326ffcc0d3 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67a33c8481909125acf4b7f0a919 completed April 1, 2026, 12:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05be6550081908d42bbae3c00cae3 completed April 4, 2026, 12:31 a.m.
NEDg Description generation batch_69d05cb45280819096747ff8f7d5c2a0 completed April 4, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69d05d5d29f4819081c28b24cb2058b0 completed April 4, 2026, 12:37 a.m.
Created at: March 30, 2026, 7:02 p.m.