Triple

T17558239
Position Surface form Disambiguated ID Type / Status
Subject Dreamforce conference E427636 entity
Predicate sponsor P67 FINISHED
Object Salesforce partners
Salesforce partners are companies and organizations that collaborate with Salesforce to extend, implement, and enhance its CRM platform through complementary products, services, and solutions.
 E1275237 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: Salesforce partners | Statement: [Dreamforce conference, sponsor, Salesforce partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Salesforce partners
Context triple: [Dreamforce conference, sponsor, Salesforce partners]
  • A. Salesforce
    Salesforce is a leading cloud-based customer relationship management (CRM) company known for its suite of enterprise applications for sales, service, marketing, and analytics.
  • B. SDFC
    SDFC is the commonly used abbreviation for San Diego FC, a professional soccer club based in San Diego, California.
  • C. MuleSoft
    MuleSoft is an integration and API management platform that helps organizations connect applications, data, and devices across cloud and on-premises environments.
  • D. Arvato CRM Solutions
    Arvato CRM Solutions is a business process outsourcing provider specializing in customer relationship management services such as customer care, technical support, and digital communication for corporate clients.
  • E. Gainsight
    Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
  • 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: Salesforce partners
Triple: [Dreamforce conference, sponsor, Salesforce partners]
Generated description
Salesforce partners are companies and organizations that collaborate with Salesforce to extend, implement, and enhance its CRM platform through complementary products, services, and solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Salesforce partners
Target entity description: Salesforce partners are companies and organizations that collaborate with Salesforce to extend, implement, and enhance its CRM platform through complementary products, services, and solutions.
  • A. Salesforce
    Salesforce is a leading cloud-based customer relationship management (CRM) company known for its suite of enterprise applications for sales, service, marketing, and analytics.
  • B. SDFC
    SDFC is the commonly used abbreviation for San Diego FC, a professional soccer club based in San Diego, California.
  • C. MuleSoft
    MuleSoft is an integration and API management platform that helps organizations connect applications, data, and devices across cloud and on-premises environments.
  • D. Arvato CRM Solutions
    Arvato CRM Solutions is a business process outsourcing provider specializing in customer relationship management services such as customer care, technical support, and digital communication for corporate clients.
  • E. Gainsight
    Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e45624bfe08190991dc088394a5af4 completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d2948ae0819083b90516b11d2485 completed May 11, 2026, 12:59 p.m.
NEDg Description generation batch_6a01d43430d481909b07d8ecc09a185f completed May 11, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a01d4c609fc819089147744317d4be3 completed May 11, 2026, 1:08 p.m.
Created at: April 10, 2026, 5:50 a.m.