Triple

T8634557
Position Surface form Disambiguated ID Type / Status
Subject Hoche E204487 entity
Predicate hasNetworkOperator P45305 FINISHED
Object RATP Group E27062 NE FINISHED

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: RATP Group | Statement: [Hoche, hasNetworkOperator, RATP Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RATP Group
Context triple: [Hoche, hasNetworkOperator, RATP Group]
  • A. RATP group chosen
    RATP Group is a major French public transport operator that manages much of the Paris metro, tram, and bus networks and provides transit services internationally.
  • B. Compagnie du chemin de fer métropolitain de Paris
    Compagnie du chemin de fer métropolitain de Paris was the original private company responsible for building and operating the Paris Métro in the early 20th century.
  • C. Urban Rail Transport S.A.
    Urban Rail Transport S.A. is the public company responsible for operating and managing urban rail systems in Athens, Greece, including metro and tram services.
  • D. Bolloré Group
    Bolloré Group is a French multinational conglomerate best known for its diversified interests in logistics, media, and communications, and for being controlled by the Bolloré family.
  • E. Puteaux Group
    The Puteaux Group was an early 20th-century circle of avant-garde artists and theorists in France who played a key role in developing and articulating Cubist ideas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNetworkOperator
Context triple: [Hoche, hasNetworkOperator, RATP Group]
  • A. hasCellService
    Indicates that a location, device, or area is within range of a cellular network and can access mobile phone or data services.
  • B. hasCellularComponent
    Indicates that an entity possesses, includes, or is associated with a specific cellular component as part of its structure or organization.
  • C. hasPrimaryNetwork
    Indicates that an entity is associated with or connected to its main or most important network among potentially multiple networks.
  • D. wirelessOperator chosen
    Indicates that an entity operates, manages, or provides services for a wireless communication system or network for another entity.
  • E. isOnNetwork
    Indicates that an entity is currently connected to, accessible through, or operating within a specified network.
  • F. None of above.

Provenance (4 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_69ca834b903c8190add96cc651e1a477 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc47944d1c819081f448f14d04bf9d completed March 31, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6ec2bf188190a4e93148879296d3 completed April 3, 2026, 7:39 a.m.
PD Predicate disambiguation batch_69cc455d6d448190a2da2a319ac78c37 completed March 31, 2026, 10:06 p.m.
Created at: March 30, 2026, 6:27 p.m.