Triple

T452092
Position Surface form Disambiguated ID Type / Status
Subject Microsoft 365 E7151 entity
Predicate includes P1393 FINISHED
Object Yammer
Yammer is an enterprise social networking service that enables employees within an organization to communicate, collaborate, and share information in a secure, Facebook-like environment.
E56715 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: Yammer | Statement: [Microsoft 365, includes, Yammer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yammer
Context triple: [Microsoft 365, includes, Yammer]
  • A. Slack
    Slack is a cloud-based team collaboration and messaging platform widely used for real-time communication, file sharing, and integrations with tools like Google Workspace.
  • B. Microsoft Teams
    Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
  • C. Google Chat
    Google Chat is a business-focused messaging platform by Google that supports direct messages, group conversations, and integrated collaboration within the Google Workspace ecosystem.
  • D. Skype for Business Online
    Skype for Business Online was Microsoft's cloud-based enterprise communication and collaboration service that provided messaging, meetings, and voice capabilities before being succeeded by Microsoft Teams.
  • E. 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.
  • 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: Yammer
Triple: [Microsoft 365, includes, Yammer]
Generated description
Yammer is an enterprise social networking service that enables employees within an organization to communicate, collaborate, and share information in a secure, Facebook-like environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yammer
Target entity description: Yammer is an enterprise social networking service that enables employees within an organization to communicate, collaborate, and share information in a secure, Facebook-like environment.
  • A. Slack
    Slack is a cloud-based team collaboration and messaging platform widely used for real-time communication, file sharing, and integrations with tools like Google Workspace.
  • B. Microsoft Teams
    Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
  • C. Google Chat
    Google Chat is a business-focused messaging platform by Google that supports direct messages, group conversations, and integrated collaboration within the Google Workspace ecosystem.
  • D. Skype for Business Online
    Skype for Business Online was Microsoft's cloud-based enterprise communication and collaboration service that provided messaging, meetings, and voice capabilities before being succeeded by Microsoft Teams.
  • E. 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.
  • 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef854f7481909dc2207faf0327ec completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44802e858819081a0b5b98bb25bce completed March 1, 2026, 2:06 p.m.
NEDg Description generation batch_69a449b1e2708190838e32497ffd2fbd completed March 1, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69a44a07fa18819089cb8005d476d078 completed March 1, 2026, 2:15 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.