Triple

T2175744
Position Surface form Disambiguated ID Type / Status
Subject Gare de Valence-Ville E48523 entity
Predicate hasService P182 FINISHED
Object TER Auvergne-Rhône-Alpes services
TER Auvergne-Rhône-Alpes services are regional train operations in the Auvergne-Rhône-Alpes region of France, providing local and intercity rail connections between its major cities and towns.
 E242878 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 services | Statement: [Gare de Valence-Ville, hasService, TER Auvergne-Rhône-Alpes services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TER Auvergne-Rhône-Alpes services
Context triple: [Gare de Valence-Ville, hasService, TER Auvergne-Rhône-Alpes services]
  • A. TER Grand Est services
    TER Grand Est services are regional train operations in France’s Grand Est region, connecting major cities and local destinations with frequent, short- to medium-distance rail links.
  • B. 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.
  • C. TER Bourgogne-Franche-Comté
    TER Bourgogne-Franche-Comté is a regional rail network in eastern France that provides passenger train services across the Bourgogne-Franche-Comté region.
  • D. TER Nouvelle-Aquitaine
    TER Nouvelle-Aquitaine is the regional rail network operated by SNCF that serves towns and cities across the Nouvelle-Aquitaine region in southwestern France.
  • E. Isère department
    Isère department is an administrative region in southeastern France, known for its Alpine landscapes, winter sports resorts, and the city of Grenoble.
  • 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 services
Triple: [Gare de Valence-Ville, hasService, TER Auvergne-Rhône-Alpes services]
Generated description
TER Auvergne-Rhône-Alpes services are regional train operations in the Auvergne-Rhône-Alpes region of France, providing local and intercity rail connections between its major cities and towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TER Auvergne-Rhône-Alpes services
Target entity description: TER Auvergne-Rhône-Alpes services are regional train operations in the Auvergne-Rhône-Alpes region of France, providing local and intercity rail connections between its major cities and towns.
  • A. TER Grand Est services
    TER Grand Est services are regional train operations in France’s Grand Est region, connecting major cities and local destinations with frequent, short- to medium-distance rail links.
  • B. 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.
  • C. TER Bourgogne-Franche-Comté
    TER Bourgogne-Franche-Comté is a regional rail network in eastern France that provides passenger train services across the Bourgogne-Franche-Comté region.
  • D. TER Nouvelle-Aquitaine
    TER Nouvelle-Aquitaine is the regional rail network operated by SNCF that serves towns and cities across the Nouvelle-Aquitaine region in southwestern France.
  • E. Isère department
    Isère department is an administrative region in southeastern France, known for its Alpine landscapes, winter sports resorts, and the city of Grenoble.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbece30888190936853740ff6cb02 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9eff988190a02734bd73616cba completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e5f023081909cd046b5850f8026 completed March 9, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ef99018819083a778378ea493e8 completed March 9, 2026, 5:47 a.m.
Created at: March 4, 2026, 7:45 p.m.