Triple

T17557730
Position Surface form Disambiguated ID Type / Status
Subject Lightning Experience E427628 entity
Predicate replaces P101 FINISHED
Object Salesforce Classic UI (for many use cases)
Salesforce Classic UI (for many use cases) is the older, original Salesforce user interface that has been largely superseded by the modern Lightning Experience for most functionality.
 E1275213 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 Classic UI (for many use cases) | Statement: [Lightning Experience, replaces, Salesforce Classic UI (for many use cases)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Salesforce Classic UI (for many use cases)
Context triple: [Lightning Experience, replaces, Salesforce Classic UI (for many use cases)]
  • A. Lightning Experience
    Lightning Experience is Salesforce’s modern, component-based user interface designed to improve productivity and user experience across its CRM and cloud applications.
  • B. 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.
  • C. SDFC
    SDFC is the commonly used abbreviation for San Diego FC, a professional soccer club based in San Diego, California.
  • D. ReadyForce
    ReadyForce is a career networking and recruiting platform that connects students and recent graduates with employers, particularly in the tech and startup sectors.
  • E. Dynamics 365
    Dynamics 365 is Microsoft’s cloud-based suite of integrated business applications that combines enterprise resource planning (ERP) and customer relationship management (CRM) capabilities.
  • 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 Classic UI (for many use cases)
Triple: [Lightning Experience, replaces, Salesforce Classic UI (for many use cases)]
Generated description
Salesforce Classic UI (for many use cases) is the older, original Salesforce user interface that has been largely superseded by the modern Lightning Experience for most functionality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Salesforce Classic UI (for many use cases)
Target entity description: Salesforce Classic UI (for many use cases) is the older, original Salesforce user interface that has been largely superseded by the modern Lightning Experience for most functionality.
  • A. Lightning Experience
    Lightning Experience is Salesforce’s modern, component-based user interface designed to improve productivity and user experience across its CRM and cloud applications.
  • B. 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.
  • C. SDFC
    SDFC is the commonly used abbreviation for San Diego FC, a professional soccer club based in San Diego, California.
  • D. ReadyForce
    ReadyForce is a career networking and recruiting platform that connects students and recent graduates with employers, particularly in the tech and startup sectors.
  • E. Dynamics 365
    Dynamics 365 is Microsoft’s cloud-based suite of integrated business applications that combines enterprise resource planning (ERP) and customer relationship management (CRM) capabilities.
  • 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_69e4562413d08190acaa5272046d3626 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.