Triple

T17557690
Position Surface form Disambiguated ID Type / Status
Subject Marketing Cloud E427627 entity
Predicate hasComponent P35 FINISHED
Object Advertising Studio
Advertising Studio is a Salesforce Marketing Cloud application that enables marketers to create, manage, and optimize targeted digital advertising campaigns across platforms like Facebook, Google, and LinkedIn.
E1275206 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: Advertising Studio | Statement: [Marketing Cloud, hasComponent, Advertising Studio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Advertising Studio
Context triple: [Marketing Cloud, hasComponent, Advertising Studio]
  • A. Advertigo
    Advertigo was an online advertising company co-founded by Swedish entrepreneur Daniel Ek before he went on to create Spotify.
  • B. Media Factory
    Media Factory is a creative and digital media hub at the University of Central Lancashire that provides specialized facilities and resources for media, arts, and design students and professionals.
  • C. Department of Advertising
    The Department of Advertising is an academic unit at Istanbul University's Faculty of Communication that focuses on education and research in advertising, marketing communications, and related media fields.
  • D. Snap Ads
    Snap Ads are Snapchat’s full-screen, vertical video advertisements designed to appear between user-generated and Discover content, often enhanced with interactive elements like swipe-ups, AR lenses, and filters.
  • E. Story ads
    Story ads are full-screen, vertical advertising units integrated into Snapchat’s Stories experience, allowing brands to reach users in an immersive, swipeable format.
  • 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: Advertising Studio
Triple: [Marketing Cloud, hasComponent, Advertising Studio]
Generated description
Advertising Studio is a Salesforce Marketing Cloud application that enables marketers to create, manage, and optimize targeted digital advertising campaigns across platforms like Facebook, Google, and LinkedIn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Advertising Studio
Target entity description: Advertising Studio is a Salesforce Marketing Cloud application that enables marketers to create, manage, and optimize targeted digital advertising campaigns across platforms like Facebook, Google, and LinkedIn.
  • A. Advertigo
    Advertigo was an online advertising company co-founded by Swedish entrepreneur Daniel Ek before he went on to create Spotify.
  • B. Media Factory
    Media Factory is a creative and digital media hub at the University of Central Lancashire that provides specialized facilities and resources for media, arts, and design students and professionals.
  • C. Department of Advertising
    The Department of Advertising is an academic unit at Istanbul University's Faculty of Communication that focuses on education and research in advertising, marketing communications, and related media fields.
  • D. Snap Ads
    Snap Ads are Snapchat’s full-screen, vertical video advertisements designed to appear between user-generated and Discover content, often enhanced with interactive elements like swipe-ups, AR lenses, and filters.
  • E. Story ads
    Story ads are full-screen, vertical advertising units integrated into Snapchat’s Stories experience, allowing brands to reach users in an immersive, swipeable format.
  • 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.