Triple

T10943953
Position Surface form Disambiguated ID Type / Status
Subject Lac du Bourget E258545 entity
Predicate nearTransportHub P6208 FINISHED
Object Aix-les-Bains–Le Revard railway station
Aix-les-Bains–Le Revard railway station is a regional rail hub in the spa town of Aix-les-Bains in southeastern France, serving as a key access point to the surrounding Alpine and lakeside areas.
 E895514 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: Aix-les-Bains–Le Revard railway station | Statement: [Lac du Bourget, nearTransportHub, Aix-les-Bains–Le Revard railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aix-les-Bains–Le Revard railway station
Context triple: [Lac du Bourget, nearTransportHub, Aix-les-Bains–Le Revard railway station]
  • A. Lyon-Gorge-de-Loup station
    Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
  • B. 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.
  • C. Bourg-en-Bresse railway station
    Bourg-en-Bresse railway station is the main train station serving the town of Bourg-en-Bresse in eastern France, providing regional and long-distance rail connections.
  • D. Clermont-Ferrand station
    Clermont-Ferrand station is the main railway station serving the city of Clermont-Ferrand in central France, acting as a key regional hub for passenger rail services.
  • E. Saint-Gervais-les-Bains-Le Fayet station
    Saint-Gervais-les-Bains-Le Fayet station is a railway and mountain transport hub in the Haute-Savoie region of France, serving as a gateway to the Mont Blanc area and nearby alpine resorts.
  • 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: Aix-les-Bains–Le Revard railway station
Triple: [Lac du Bourget, nearTransportHub, Aix-les-Bains–Le Revard railway station]
Generated description
Aix-les-Bains–Le Revard railway station is a regional rail hub in the spa town of Aix-les-Bains in southeastern France, serving as a key access point to the surrounding Alpine and lakeside areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aix-les-Bains–Le Revard railway station
Target entity description: Aix-les-Bains–Le Revard railway station is a regional rail hub in the spa town of Aix-les-Bains in southeastern France, serving as a key access point to the surrounding Alpine and lakeside areas.
  • A. Lyon-Gorge-de-Loup station
    Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
  • B. 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.
  • C. Bourg-en-Bresse railway station
    Bourg-en-Bresse railway station is the main train station serving the town of Bourg-en-Bresse in eastern France, providing regional and long-distance rail connections.
  • D. Clermont-Ferrand station
    Clermont-Ferrand station is the main railway station serving the city of Clermont-Ferrand in central France, acting as a key regional hub for passenger rail services.
  • E. Saint-Gervais-les-Bains-Le Fayet station
    Saint-Gervais-les-Bains-Le Fayet station is a railway and mountain transport hub in the Haute-Savoie region of France, serving as a gateway to the Mont Blanc area and nearby alpine resorts.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770c4d59481908a5900fc8cf9ecc3 completed April 9, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c2dea008190af68336a096b7f7c completed April 17, 2026, 1:57 p.m.
NEDg Description generation batch_69e24542b4f081909c97621f04da8ecc completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f7f96481909fa6e6cd07891566 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.