Triple

T21809532
Position Surface form Disambiguated ID Type / Status
Subject Clermont-Ferrand public transport network E538433 entity
Predicate serviceArea P82 FINISHED
Object Clermont-Ferrand metropolitan area — NE NERFINISHED

How this triple was built (2 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: Clermont-Ferrand metropolitan area | Statement: [Clermont-Ferrand public transport network, serviceArea, Clermont-Ferrand metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clermont-Ferrand metropolitan area
Context triple: [Clermont-Ferrand public transport network, serviceArea, Clermont-Ferrand metropolitan area]
  • A. Clermont-Ferrand metropolitan area chosen
    The Clermont-Ferrand metropolitan area is a major urban and economic hub in central France, centered on the city of Clermont-Ferrand and serving as a key regional center in the Auvergne region.
  • B. Nantes metropolitan area
    The Nantes metropolitan area is a major urban and economic region in western France centered on the city of Nantes and encompassing its surrounding suburbs and districts.
  • C. Lyon metropolitan area
    The Lyon metropolitan area is a major urban and economic hub in east-central France, centered on the city of Lyon and known for its historical architecture, gastronomy, and role as a key transport and industrial center.
  • D. Dijon metropolitan area
    The Dijon metropolitan area is an urban agglomeration in eastern France centered on the city of Dijon, known for its historical heritage, cultural institutions, and regional economic significance.
  • E. Vichy urban area
    The Vichy urban area is a French metropolitan zone centered on the spa city of Vichy in the Allier department, known for its thermal tourism and regional administrative functions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c473f0f8819086c9d1b4a143bd67 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f07cc4809c8190853e2777a1f573d4 completed April 28, 2026, 9:24 a.m.
Created at: April 16, 2026, 6:53 p.m.