Triple

T12564166
Position Surface form Disambiguated ID Type / Status
Subject Havas advertising and marketing operations E295424 entity
Predicate instanceOf P0 FINISHED
Object marketing services network C31650 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: marketing services network
Context triple: [Havas advertising and marketing operations, instanceOf, marketing services network]
  • A. remarketing services provider
    A remarketing services provider is a business that helps clients re-engage past website visitors or customers through targeted ads and personalized marketing campaigns across digital channels.
  • B. marketing setting
    A marketing setting is the contextual environment—physical, digital, social, and temporal—in which marketing activities, messages, and exchanges between a brand and its target audience occur.
  • C. marketing team
    A marketing team is a group of professionals responsible for researching target audiences, developing strategies, and executing campaigns to promote a company’s products, services, or brand.
  • D. marketing technology platform
    A marketing technology platform is an integrated software system that centralizes, automates, and optimizes marketing activities across channels to improve targeting, execution, measurement, and ROI.
  • E. marketing strategy
    A marketing strategy is a comprehensive plan that defines how a business will identify, reach, and persuade its target audience to achieve specific marketing and organizational goals.
  • F. None of above. chosen

Provenance (1 batch)

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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
Created at: April 8, 2026, 11:49 p.m.