Triple

T4278477
Position Surface form Disambiguated ID Type / Status
Subject Einstein AI E97095 entity
Predicate announcedAt P430 FINISHED
Object Dreamforce conference
Dreamforce conference is Salesforce’s flagship annual technology and user conference, known for major product announcements, training sessions, and keynote talks from industry and global leaders.
E427636 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: Dreamforce conference | Statement: [Einstein AI, announcedAt, Dreamforce conference]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dreamforce conference
Context triple: [Einstein AI, announcedAt, Dreamforce conference]
  • A. JavaOne conference
    JavaOne conference is a major annual developer event organized by Sun Microsystems (and later Oracle) focused on the Java platform, technologies, and community.
  • B. Apple Worldwide Developers Conference
    Apple Worldwide Developers Conference is Apple Inc.’s annual conference where the company unveils new software platforms, tools, and technologies to developers through keynotes and technical sessions.
  • C. Web 2.0 Summit
    The Web 2.0 Summit was a high-profile technology conference that brought together industry leaders, entrepreneurs, and investors to discuss and shape the evolution of the web and internet business.
  • D. Tableau Conference
    Tableau Conference is an annual analytics and data visualization event hosted by Tableau that brings together users, developers, and data professionals for keynotes, training, and community networking.
  • E. IBM THINK conference
    The IBM THINK conference is IBM’s flagship annual technology and business event that showcases innovations in cloud, AI, and enterprise solutions for IT and business leaders.
  • 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: Dreamforce conference
Triple: [Einstein AI, announcedAt, Dreamforce conference]
Generated description
Dreamforce conference is Salesforce’s flagship annual technology and user conference, known for major product announcements, training sessions, and keynote talks from industry and global leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dreamforce conference
Target entity description: Dreamforce conference is Salesforce’s flagship annual technology and user conference, known for major product announcements, training sessions, and keynote talks from industry and global leaders.
  • A. JavaOne conference
    JavaOne conference is a major annual developer event organized by Sun Microsystems (and later Oracle) focused on the Java platform, technologies, and community.
  • B. Apple Worldwide Developers Conference
    Apple Worldwide Developers Conference is Apple Inc.’s annual conference where the company unveils new software platforms, tools, and technologies to developers through keynotes and technical sessions.
  • C. Web 2.0 Summit
    The Web 2.0 Summit was a high-profile technology conference that brought together industry leaders, entrepreneurs, and investors to discuss and shape the evolution of the web and internet business.
  • D. Tableau Conference
    Tableau Conference is an annual analytics and data visualization event hosted by Tableau that brings together users, developers, and data professionals for keynotes, training, and community networking.
  • E. IBM THINK conference
    The IBM THINK conference is IBM’s flagship annual technology and business event that showcases innovations in cloud, AI, and enterprise solutions for IT and business leaders.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350201ac88190b9d8980da5f0d03d completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7b708b481908c1683741f84ee55 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5bb84ed808190891f2a75296c11c6 completed March 14, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5bc392228819089fe64b55bb572cc completed March 14, 2026, 7:51 p.m.
Created at: March 12, 2026, 11:07 p.m.