Triple
T4278349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Experience Cloud |
E97093
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
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.
|
E427628
|
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: Lightning Experience | Statement: [Experience Cloud, uses, Lightning Experience]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lightning Experience Context triple: [Experience Cloud, uses, Lightning Experience]
-
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.
Experience Cloud
Experience Cloud is a Salesforce platform that enables organizations to build and manage branded digital experiences such as customer portals, partner communities, and self-service sites.
-
C.
Power Pages
Power Pages is a Microsoft low-code platform for building secure, data-driven business websites as part of the Power Platform suite.
-
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: Lightning Experience Triple: [Experience Cloud, uses, Lightning Experience]
Generated description
Lightning Experience is Salesforce’s modern, component-based user interface designed to improve productivity and user experience across its CRM and cloud applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lightning Experience Target entity description: Lightning Experience is Salesforce’s modern, component-based user interface designed to improve productivity and user experience across its CRM and cloud applications.
-
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.
Experience Cloud
Experience Cloud is a Salesforce platform that enables organizations to build and manage branded digital experiences such as customer portals, partner communities, and self-service sites.
-
C.
Power Pages
Power Pages is a Microsoft low-code platform for building secure, data-driven business websites as part of the Power Platform suite.
-
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_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.