Triple

T35916098
Position Surface form Disambiguated ID Type / Status
Subject Twilio Inc. E1038753 entity
Predicate instanceOf P0 FINISHED
Object cloud communications company C44391 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: cloud communications company
Context triple: [Twilio Inc., instanceOf, cloud communications company]
  • A. telecommunications company
    A telecommunications company is an organization that provides communication services such as voice, data, and video transmission over wired or wireless networks to individuals and businesses.
  • B. cloud services company
    A cloud services company provides on-demand computing resources, storage, and software platforms over the internet, enabling organizations to scale and manage their IT infrastructure efficiently without owning physical hardware.
  • C. unified communications software
    Unified communications software is an integrated platform that combines voice, video, messaging, and collaboration tools into a single interface to streamline business communication and teamwork.
  • D. real-time communication service
    A real-time communication service enables instantaneous, bidirectional exchange of data—such as messages, audio, or video—between clients over a network with minimal latency.
  • E. telecommunications platform chosen
    A telecommunications platform is an integrated system that enables the transmission, management, and coordination of voice, data, and multimedia communications across diverse networks and devices.
  • F. None of above.

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_69f76e2320748190b7f5c4750d0cd0d3 completed May 3, 2026, 3:47 p.m.
Created at: May 3, 2026, 4:07 p.m.