Triple
T4278346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Experience Cloud |
E97093
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Marketing Cloud
Marketing Cloud is Salesforce’s digital marketing platform that enables businesses to plan, personalize, and automate customer engagement across email, mobile, social, and other channels.
|
E427627
|
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: Marketing Cloud | Statement: [Experience Cloud, integratesWith, Marketing Cloud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marketing Cloud Context triple: [Experience Cloud, integratesWith, Marketing Cloud]
-
A.
Adobe Marketing Cloud
Adobe Marketing Cloud is a suite of integrated digital marketing tools and analytics services from Adobe that helps businesses manage, measure, and optimize their online marketing efforts.
-
B.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
-
C.
Sprinklr
Sprinklr is a customer experience management and social media analytics software company that helps large enterprises manage and optimize interactions across digital channels.
-
D.
Campaign Manager 360
Campaign Manager 360 is Google’s enterprise-level ad management and ad-serving platform used to plan, traffic, serve, and measure digital advertising campaigns across channels.
-
E.
HubSpot
HubSpot is a leading customer relationship management (CRM) and marketing automation platform that helps businesses attract, engage, and retain customers.
- 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: Marketing Cloud Triple: [Experience Cloud, integratesWith, Marketing Cloud]
Generated description
Marketing Cloud is Salesforce’s digital marketing platform that enables businesses to plan, personalize, and automate customer engagement across email, mobile, social, and other channels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marketing Cloud Target entity description: Marketing Cloud is Salesforce’s digital marketing platform that enables businesses to plan, personalize, and automate customer engagement across email, mobile, social, and other channels.
-
A.
Adobe Marketing Cloud
Adobe Marketing Cloud is a suite of integrated digital marketing tools and analytics services from Adobe that helps businesses manage, measure, and optimize their online marketing efforts.
-
B.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
-
C.
Sprinklr
Sprinklr is a customer experience management and social media analytics software company that helps large enterprises manage and optimize interactions across digital channels.
-
D.
Campaign Manager 360
Campaign Manager 360 is Google’s enterprise-level ad management and ad-serving platform used to plan, traffic, serve, and measure digital advertising campaigns across channels.
-
E.
HubSpot
HubSpot is a leading customer relationship management (CRM) and marketing automation platform that helps businesses attract, engage, and retain customers.
- 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.