Triple

T13425327
Position Surface form Disambiguated ID Type / Status
Subject Twilio E313463 entity
Predicate acquired P2511 FINISHED
Object SendGrid
SendGrid is a cloud-based email delivery and marketing platform that helps businesses reliably send transactional and marketing emails at scale.
 E1040746 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: SendGrid | Statement: [Twilio, acquired, SendGrid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SendGrid
Context triple: [Twilio, acquired, SendGrid]
  • A. MessageLabs
    MessageLabs was a pioneering cloud-based email and web security services provider known for its anti-spam and anti-virus solutions for businesses.
  • B. RocketMail
    RocketMail was one of the earliest free web-based email services, later acquired and integrated into Yahoo's email platform.
  • C. Mailer
    Mailer is a surname most notably associated with American novelist, journalist, and essayist Norman Mailer.
  • D. Mailer
    Mailer is Symfony’s email-sending component that provides a flexible, secure, and extensible way to create and deliver emails in PHP applications.
  • E. Mailchimp
    Mailchimp is a widely used marketing automation and email marketing platform that helps businesses design, send, and analyze digital campaigns.
  • 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: SendGrid
Triple: [Twilio, acquired, SendGrid]
Generated description
SendGrid is a cloud-based email delivery and marketing platform that helps businesses reliably send transactional and marketing emails at scale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SendGrid
Target entity description: SendGrid is a cloud-based email delivery and marketing platform that helps businesses reliably send transactional and marketing emails at scale.
  • A. MessageLabs
    MessageLabs was a pioneering cloud-based email and web security services provider known for its anti-spam and anti-virus solutions for businesses.
  • B. RocketMail
    RocketMail was one of the earliest free web-based email services, later acquired and integrated into Yahoo's email platform.
  • C. Mailer
    Mailer is a surname most notably associated with American novelist, journalist, and essayist Norman Mailer.
  • D. Mailer
    Mailer is Symfony’s email-sending component that provides a flexible, secure, and extensible way to create and deliver emails in PHP applications.
  • E. Mailchimp
    Mailchimp is a widely used marketing automation and email marketing platform that helps businesses design, send, and analyze digital campaigns.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed066408190a416880affd8416e completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7398984f48190adaa1963d261d538 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73b4052188190bfb583380460adab completed May 3, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69f73c0e01288190be3e3abc73df7780 completed May 3, 2026, 12:14 p.m.
Created at: April 9, 2026, 9:40 p.m.