Triple

T7843021
Position Surface form Disambiguated ID Type / Status
Subject Bellegarde-sur-Valserine E181849 entity
Predicate servedByRailService P6301 FINISHED
Object TER Auvergne-Rhône-Alpes
TER Auvergne-Rhône-Alpes is a regional rail network operated by SNCF that provides passenger train services throughout the Auvergne-Rhône-Alpes region in southeastern France.
 E9576 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: TER Auvergne-Rhône-Alpes | Statement: [Bellegarde-sur-Valserine, servedByRailService, TER Auvergne-Rhône-Alpes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TER Auvergne-Rhône-Alpes
Context triple: [Bellegarde-sur-Valserine, servedByRailService, TER Auvergne-Rhône-Alpes]
  • A. Auvergne-Rhône-Alpes region
    The Auvergne-Rhône-Alpes region is a large administrative region in east-central France known for its major cities like Lyon and Grenoble, diverse landscapes from the Alps to volcanic highlands, and strong industrial and agricultural economy.
  • B. Provence-Alpes-Côte d’Azur
    Provence-Alpes-Côte d’Azur is a region in southeastern France known for its Mediterranean coastline, picturesque villages, and cultural hubs such as Marseille and Nice.
  • C. Bourgogne-Franche-Comté
    Bourgogne-Franche-Comté is an administrative region in eastern France known for its historic cities, renowned Burgundy vineyards, and diverse landscapes spanning from river valleys to the Jura Mountains.
  • D. Grand Est
    Grand Est is an administrative region in northeastern France that borders Germany, Belgium, Luxembourg, and Switzerland and includes major cities such as Strasbourg, Reims, and Metz.
  • E. Auvergne
    Auvergne is a historic region in central France known for its volcanic landscapes, rural character, and Romanesque heritage.
  • 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: TER Auvergne-Rhône-Alpes
Triple: [Bellegarde-sur-Valserine, servedByRailService, TER Auvergne-Rhône-Alpes]
Generated description
TER Auvergne-Rhône-Alpes is a regional rail network operated by SNCF that provides passenger train services throughout the Auvergne-Rhône-Alpes region in southeastern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TER Auvergne-Rhône-Alpes
Target entity description: TER Auvergne-Rhône-Alpes is a regional rail network operated by SNCF that provides passenger train services throughout the Auvergne-Rhône-Alpes region in southeastern France.
  • A. Auvergne-Rhône-Alpes region chosen
    The Auvergne-Rhône-Alpes region is a large administrative region in east-central France known for its major cities like Lyon and Grenoble, diverse landscapes from the Alps to volcanic highlands, and strong industrial and agricultural economy.
  • B. Provence-Alpes-Côte d’Azur
    Provence-Alpes-Côte d’Azur is a region in southeastern France known for its Mediterranean coastline, picturesque villages, and cultural hubs such as Marseille and Nice.
  • C. Bourgogne-Franche-Comté
    Bourgogne-Franche-Comté is an administrative region in eastern France known for its historic cities, renowned Burgundy vineyards, and diverse landscapes spanning from river valleys to the Jura Mountains.
  • D. Grand Est
    Grand Est is an administrative region in northeastern France that borders Germany, Belgium, Luxembourg, and Switzerland and includes major cities such as Strasbourg, Reims, and Metz.
  • E. Auvergne
    Auvergne is a historic region in central France known for its volcanic landscapes, rural character, and Romanesque heritage.
  • F. None of above.

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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb163b32688190b463a9cd8fa3c690 completed March 31, 2026, 12:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd66ecea6c819097a74513c5d84193 completed April 1, 2026, 6:41 p.m.
NEDg Description generation batch_69cd6c1f75748190b119acd0d92f2ef9 completed April 1, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_69cd7da4f3a0819080eed3d03c293789 completed April 1, 2026, 8:18 p.m.
Created at: March 30, 2026, 4:48 p.m.