Triple

T21809522
Position Surface form Disambiguated ID Type / Status
Subject Clermont-Ferrand public transport network E538433 entity
Predicate operator P179 FINISHED
Object SMTC-AC (Syndicat Mixte des Transports en Commun de l’Agglomération Clermontoise) — NE NERFINISHED

How this triple was built (3 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: SMTC-AC (Syndicat Mixte des Transports en Commun de l’Agglomération Clermontoise) | Statement: [Clermont-Ferrand public transport network, operator, SMTC-AC (Syndicat Mixte des Transports en Commun de l’Agglomération Clermontoise)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SMTC-AC (Syndicat Mixte des Transports en Commun de l’Agglomération Clermontoise)
Context triple: [Clermont-Ferrand public transport network, operator, SMTC-AC (Syndicat Mixte des Transports en Commun de l’Agglomération Clermontoise)]
  • A. Société d’économie mixte des transports de l’agglomération grenobloise
    Société d’économie mixte des transports de l’agglomération grenobloise is a semi-public transport company responsible for operating public transit services in the Grenoble metropolitan area in France.
  • B. municipal government of Clermont-Ferrand
    The municipal government of Clermont-Ferrand is the local administrative authority responsible for managing public services, urban planning, and community affairs within the city of Clermont-Ferrand in central France.
  • C. Syndicat Mixte des Mobilités de l’Aire Grenobloise
    The Syndicat Mixte des Mobilités de l’Aire Grenobloise is the public transport authority responsible for organizing and overseeing mobility and transit services in the Grenoble metropolitan area in France.
  • D. Nantes Métropole (transport authority)
    Nantes Métropole is the public transport authority for the Nantes metropolitan area in western France, overseeing the planning and coordination of local transit services.
  • E. arrondissement of Clermont
    The arrondissement of Clermont is an administrative district in the Oise department of northern France, comprising several communes including Rollot and centered around the town of Clermont.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SMTC-AC (Syndicat Mixte des Transports en Commun de l’Agglomération Clermontoise)
Target entity description: SMTC-AC is the public transport authority that plans, coordinates, and oversees bus and tram services for the Clermont-Ferrand urban area in France.
  • A. Société d’économie mixte des transports de l’agglomération grenobloise
    Société d’économie mixte des transports de l’agglomération grenobloise is a semi-public transport company responsible for operating public transit services in the Grenoble metropolitan area in France.
  • B. municipal government of Clermont-Ferrand
    The municipal government of Clermont-Ferrand is the local administrative authority responsible for managing public services, urban planning, and community affairs within the city of Clermont-Ferrand in central France.
  • C. Syndicat Mixte des Mobilités de l’Aire Grenobloise
    The Syndicat Mixte des Mobilités de l’Aire Grenobloise is the public transport authority responsible for organizing and overseeing mobility and transit services in the Grenoble metropolitan area in France.
  • D. Nantes Métropole (transport authority)
    Nantes Métropole is the public transport authority for the Nantes metropolitan area in western France, overseeing the planning and coordination of local transit services.
  • E. arrondissement of Clermont
    The arrondissement of Clermont is an administrative district in the Oise department of northern France, comprising several communes including Rollot and centered around the town of Clermont.
  • F. None of above. chosen

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.