Triple

T17557744
Position Surface form Disambiguated ID Type / Status
Subject Lightning Experience E427628 entity
Predicate hasFeature P182 FINISHED
Object Einstein Search (where enabled)
Einstein Search (where enabled) is Salesforce’s AI-powered search capability in Lightning Experience that delivers more relevant, personalized, and actionable search results for users.
 E1275219 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: Einstein Search (where enabled) | Statement: [Lightning Experience, hasFeature, Einstein Search (where enabled)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Einstein Search (where enabled)
Context triple: [Lightning Experience, hasFeature, Einstein Search (where enabled)]
  • A. ESearch
    ESearch is an NCBI E-utilities service that performs text-based searches of NCBI databases and returns lists of matching record identifiers.
  • B. DoubleClick Search
    DoubleClick Search is a Google advertising platform for managing, optimizing, and reporting on large-scale search engine marketing campaigns across multiple search engines.
  • C. EINSTEIN 3
    EINSTEIN 3 is a subsequent installment in the EINSTEIN series, continuing its established themes or storyline as the direct successor to EINSTEIN 2.
  • D. EINSTEIN 2
    EINSTEIN 2 is a U.S. federal intrusion detection system that monitors government network traffic for known cyber threats as part of the broader EINSTEIN cybersecurity program.
  • E. Search and Discovery
    Search and Discovery is a regular Physics Today section that highlights notable recent advances and findings across the physical sciences.
  • 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: Einstein Search (where enabled)
Triple: [Lightning Experience, hasFeature, Einstein Search (where enabled)]
Generated description
Einstein Search (where enabled) is Salesforce’s AI-powered search capability in Lightning Experience that delivers more relevant, personalized, and actionable search results for users.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Einstein Search (where enabled)
Target entity description: Einstein Search (where enabled) is Salesforce’s AI-powered search capability in Lightning Experience that delivers more relevant, personalized, and actionable search results for users.
  • A. ESearch
    ESearch is an NCBI E-utilities service that performs text-based searches of NCBI databases and returns lists of matching record identifiers.
  • B. DoubleClick Search
    DoubleClick Search is a Google advertising platform for managing, optimizing, and reporting on large-scale search engine marketing campaigns across multiple search engines.
  • C. EINSTEIN 3
    EINSTEIN 3 is a subsequent installment in the EINSTEIN series, continuing its established themes or storyline as the direct successor to EINSTEIN 2.
  • D. EINSTEIN 2
    EINSTEIN 2 is a U.S. federal intrusion detection system that monitors government network traffic for known cyber threats as part of the broader EINSTEIN cybersecurity program.
  • E. Search and Discovery
    Search and Discovery is a regular Physics Today section that highlights notable recent advances and findings across the physical sciences.
  • 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.