Triple

T6554557
Position Surface form Disambiguated ID Type / Status
Subject Prades E152411 entity
Predicate transport P230 FINISHED
Object Prades–Molitg-les-Bains railway station
Prades–Molitg-les-Bains railway station is a regional train station in southern France serving the towns of Prades and Molitg-les-Bains on the line through the Pyrénées-Orientales.
E604702 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: Prades–Molitg-les-Bains railway station | Statement: [Prades, transport, Prades–Molitg-les-Bains railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prades–Molitg-les-Bains railway station
Context triple: [Prades, transport, Prades–Molitg-les-Bains railway station]
  • A. Ségur station
    Ségur station is a Paris Métro station in the 15th arrondissement, named after Place Ségur and serving local residential and administrative areas.
  • 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. Alès railway station
    Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
  • D. Lleida Pirineus railway station
    Lleida Pirineus railway station is a major rail hub in Lleida, Catalonia, serving both high-speed and conventional train services that connect the city with key destinations across Spain.
  • 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: Prades–Molitg-les-Bains railway station
Triple: [Prades, transport, Prades–Molitg-les-Bains railway station]
Generated description
Prades–Molitg-les-Bains railway station is a regional train station in southern France serving the towns of Prades and Molitg-les-Bains on the line through the Pyrénées-Orientales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prades–Molitg-les-Bains railway station
Target entity description: Prades–Molitg-les-Bains railway station is a regional train station in southern France serving the towns of Prades and Molitg-les-Bains on the line through the Pyrénées-Orientales.
  • A. Ségur station
    Ségur station is a Paris Métro station in the 15th arrondissement, named after Place Ségur and serving local residential and administrative areas.
  • 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. Alès railway station
    Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
  • D. Lleida Pirineus railway station
    Lleida Pirineus railway station is a major rail hub in Lleida, Catalonia, serving both high-speed and conventional train services that connect the city with key destinations across Spain.
  • 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae1c07cc819089c297edad943a57 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55707d081908104f08e1d59d603 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d67574cc8190acf20c1a598c32ee completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d84076d48190ada0903af49613de completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:51 p.m.