Triple
T17557695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marketing Cloud |
E427627
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Audience Builder
Audience Builder is a Marketing Cloud feature that lets users define, segment, and manage audiences based on customer data and behaviors for targeted campaigns.
|
E1275211
|
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: Audience Builder | Statement: [Marketing Cloud, hasComponent, Audience Builder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Audience Builder Context triple: [Marketing Cloud, hasComponent, Audience Builder]
-
A.
Zoho Campaigns
Zoho Campaigns is an email marketing and automation platform that helps businesses design, send, and track targeted email campaigns.
-
B.
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.
-
C.
Reach Media
Reach Media is a U.S.-based media company known for producing and syndicating urban-focused radio programming and digital content, including popular nationally syndicated shows.
-
D.
Mailchimp
Mailchimp is a widely used marketing automation and email marketing platform that helps businesses design, send, and analyze digital campaigns.
-
E.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
- 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: Audience Builder Triple: [Marketing Cloud, hasComponent, Audience Builder]
Generated description
Audience Builder is a Marketing Cloud feature that lets users define, segment, and manage audiences based on customer data and behaviors for targeted campaigns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Audience Builder Target entity description: Audience Builder is a Marketing Cloud feature that lets users define, segment, and manage audiences based on customer data and behaviors for targeted campaigns.
-
A.
Zoho Campaigns
Zoho Campaigns is an email marketing and automation platform that helps businesses design, send, and track targeted email campaigns.
-
B.
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.
-
C.
Reach Media
Reach Media is a U.S.-based media company known for producing and syndicating urban-focused radio programming and digital content, including popular nationally syndicated shows.
-
D.
Mailchimp
Mailchimp is a widely used marketing automation and email marketing platform that helps businesses design, send, and analyze digital campaigns.
-
E.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
- 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.