Triple

T8202670
Position Surface form Disambiguated ID Type / Status
Subject Zoho Corporation E191615 entity
Predicate offers P178 FINISHED
Object Zoho Invoice
Zoho Invoice is an online invoicing and billing software solution designed to help businesses create, send, and manage invoices and payments.
 E719293 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 Invoice | Statement: [Zoho Corporation, offers, Zoho Invoice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zoho Invoice
Context triple: [Zoho Corporation, offers, Zoho Invoice]
  • A. Square Invoices
    Square Invoices is a cloud-based invoicing tool that lets businesses create, send, and manage professional invoices and accept online payments through the Square ecosystem.
  • B. Xero
    Xero is a New Zealand–based cloud accounting software company that provides online bookkeeping and financial management tools for small and medium-sized businesses.
  • C. Xero
    Xero was the original name of the American rock band Linkin Park during its early formation in the mid-1990s.
  • D. 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.
  • E. 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.
  • 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 Invoice
Triple: [Zoho Corporation, offers, Zoho Invoice]
Generated description
Zoho Invoice is an online invoicing and billing software solution designed to help businesses create, send, and manage invoices and payments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zoho Invoice
Target entity description: Zoho Invoice is an online invoicing and billing software solution designed to help businesses create, send, and manage invoices and payments.
  • A. Square Invoices
    Square Invoices is a cloud-based invoicing tool that lets businesses create, send, and manage professional invoices and accept online payments through the Square ecosystem.
  • B. Xero
    Xero was the original name of the American rock band Linkin Park during its early formation in the mid-1990s.
  • C. Xero
    Xero is a New Zealand–based cloud accounting software company that provides online bookkeeping and financial management tools for small and medium-sized businesses.
  • D. 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.
  • E. 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.
  • 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_69ccedc49ba4819099762f200c4e6577 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.