Triple

T18015277
Position Surface form Disambiguated ID Type / Status
Subject Mail (Flask-Mail) E430983 entity
Predicate usedWith P4791 FINISHED
Object Message (Flask-Mail) class
The Message class in Flask-Mail represents an email message object, encapsulating details like recipients, subject, body, and attachments for sending emails within Flask applications.
 E96627 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: Message (Flask-Mail) class | Statement: [Mail (Flask-Mail), usedWith, Message (Flask-Mail) class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Message (Flask-Mail) class
Context triple: [Mail (Flask-Mail), usedWith, Message (Flask-Mail) class]
  • A. Flask-Mail
    Flask-Mail is a Flask extension that simplifies sending email from Flask applications by integrating common email protocols and configuration into the framework.
  • B. System.Net.Mail.MailMessage
    System.Net.Mail.MailMessage is a .NET class used to construct and represent email messages, including their recipients, subject, body, and attachments, for sending via SMTP.
  • 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. RocketMail
    RocketMail was one of the earliest free web-based email services, later acquired and integrated into Yahoo's email platform.
  • 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: Message (Flask-Mail) class
Triple: [Mail (Flask-Mail), usedWith, Message (Flask-Mail) class]
Generated description
The Message class in Flask-Mail represents an email message object, encapsulating details like recipients, subject, body, and attachments for sending emails within Flask applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Message (Flask-Mail) class
Target entity description: The Message class in Flask-Mail represents an email message object, encapsulating details like recipients, subject, body, and attachments for sending emails within Flask applications.
  • A. Flask-Mail chosen
    Flask-Mail is a Flask extension that simplifies sending email from Flask applications by integrating common email protocols and configuration into the framework.
  • B. System.Net.Mail.MailMessage
    System.Net.Mail.MailMessage is a .NET class used to construct and represent email messages, including their recipients, subject, body, and attachments, for sending via SMTP.
  • 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. RocketMail
    RocketMail was one of the earliest free web-based email services, later acquired and integrated into Yahoo's email platform.
  • F. None of above.

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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b522e84c8190a03f6445df9f5ac8 completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a034324daec8190a9bbec1ad80c70f9 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a0343dc91688190ae8e2f051cefef85 completed May 12, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 completed May 12, 2026, 3:18 p.m.
Created at: April 10, 2026, 10:24 a.m.