Triple

T8202682
Position Surface form Disambiguated ID Type / Status
Subject Zoho Corporation E191615 entity
Predicate offers P178 FINISHED
Object Zoho Subscriptions
Zoho Subscriptions is a cloud-based subscription management and recurring billing software solution designed to help businesses automate invoicing, payments, and customer subscription lifecycles.
E719302 NE FINISHED

How this triple was built (4 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: Zoho Subscriptions | Statement: [Zoho Corporation, offers, Zoho Subscriptions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zoho Subscriptions
Context triple: [Zoho Corporation, offers, Zoho Subscriptions]
  • A. Zoho Connect
    Zoho Connect is a team collaboration and communication platform by Zoho that offers features like group discussions, file sharing, and task management to streamline workplace collaboration.
  • B. Jetpack CRM
    Jetpack CRM is a customer relationship management plugin for WordPress designed to help site owners manage leads, contacts, and sales directly from their dashboards.
  • C. Zoho Corporation
    Zoho Corporation is an Indian software company best known for its wide suite of cloud-based business applications, including CRM, productivity, and collaboration tools for organizations of all sizes.
  • D. Zoho Workplace
    Zoho Workplace is an integrated suite of cloud-based productivity and collaboration apps—including email, document editing, file storage, and communication tools—designed as an alternative to platforms like Google Workspace.
  • E. Base CRM
    Base CRM was a sales-focused customer relationship management platform known for its intuitive interface and mobile-first design, later integrated into Zendesk’s product suite after acquisition.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Zoho Subscriptions
Triple: [Zoho Corporation, offers, Zoho Subscriptions]
Generated description
Zoho Subscriptions is a cloud-based subscription management and recurring billing software solution designed to help businesses automate invoicing, payments, and customer subscription lifecycles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zoho Subscriptions
Target entity description: Zoho Subscriptions is a cloud-based subscription management and recurring billing software solution designed to help businesses automate invoicing, payments, and customer subscription lifecycles.
  • A. Zoho Connect
    Zoho Connect is a team collaboration and communication platform by Zoho that offers features like group discussions, file sharing, and task management to streamline workplace collaboration.
  • B. Jetpack CRM
    Jetpack CRM is a customer relationship management plugin for WordPress designed to help site owners manage leads, contacts, and sales directly from their dashboards.
  • C. Zoho Corporation
    Zoho Corporation is an Indian software company best known for its wide suite of cloud-based business applications, including CRM, productivity, and collaboration tools for organizations of all sizes.
  • D. Zoho Workplace
    Zoho Workplace is an integrated suite of cloud-based productivity and collaboration apps—including email, document editing, file storage, and communication tools—designed as an alternative to platforms like Google Workspace.
  • E. Base CRM
    Base CRM was a sales-focused customer relationship management platform known for its intuitive interface and mobile-first design, later integrated into Zendesk’s product suite after acquisition.
  • F. None of above. chosen

Provenance (5 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_69ca82c7f3e08190857bf1fc63b2a10c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb5df84b108190b4407a72a3500af9 completed March 31, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedcb45d0819099c13bd455526974 completed April 1, 2026, 10:04 a.m.
NEDg Description generation batch_69ccf1b818588190936f96d53bf08c2b completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05c2059081908bd04ee4722f9aad completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:43 p.m.