Triple

T20006478
Position Surface form Disambiguated ID Type / Status
Subject Oracle iStore E494471 entity
Predicate integratesWith P1075 FINISHED
Object Oracle Marketing
Oracle Marketing is an enterprise marketing automation and campaign management application within the Oracle E-Business Suite that helps organizations plan, execute, and analyze multi-channel marketing initiatives.
E1405930 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: Oracle Marketing | Statement: [Oracle iStore, integratesWith, Oracle Marketing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oracle Marketing
Context triple: [Oracle iStore, integratesWith, Oracle Marketing]
  • A. IBM Enterprise Marketing Management
    IBM Enterprise Marketing Management is a suite of integrated software solutions designed to help enterprises plan, execute, and analyze multichannel marketing campaigns and customer interactions.
  • B. Amazon Marketing Cloud
    Amazon Marketing Cloud is a secure, privacy-safe analytics environment from Amazon that enables advertisers to perform advanced, cross-channel measurement and attribution using aggregated Amazon Ads and first-party data.
  • C. 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.
  • D. Wharton Customer Analytics
    Wharton Customer Analytics is a research and education center at the Wharton School focused on advancing data-driven customer analytics through academic-industry collaboration.
  • E. Acxiom
    Acxiom is a global data and marketing technology company known for providing consumer data, analytics, and audience targeting solutions to businesses.
  • 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: Oracle Marketing
Triple: [Oracle iStore, integratesWith, Oracle Marketing]
Generated description
Oracle Marketing is an enterprise marketing automation and campaign management application within the Oracle E-Business Suite that helps organizations plan, execute, and analyze multi-channel marketing initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oracle Marketing
Target entity description: Oracle Marketing is an enterprise marketing automation and campaign management application within the Oracle E-Business Suite that helps organizations plan, execute, and analyze multi-channel marketing initiatives.
  • A. IBM Enterprise Marketing Management
    IBM Enterprise Marketing Management is a suite of integrated software solutions designed to help enterprises plan, execute, and analyze multichannel marketing campaigns and customer interactions.
  • B. Amazon Marketing Cloud
    Amazon Marketing Cloud is a secure, privacy-safe analytics environment from Amazon that enables advertisers to perform advanced, cross-channel measurement and attribution using aggregated Amazon Ads and first-party data.
  • C. 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.
  • D. Wharton Customer Analytics
    Wharton Customer Analytics is a research and education center at the Wharton School focused on advancing data-driven customer analytics through academic-industry collaboration.
  • E. Acxiom
    Acxiom is a global data and marketing technology company known for providing consumer data, analytics, and audience targeting solutions to businesses.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e661a57ef881909115c8aa232b1012 completed April 20, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08050fcc088190a839c529cda3f588 completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a08061f6aa08190a7c8b4fc55ea1400 completed May 16, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_6a080706231c819081499808132fad82 completed May 16, 2026, 5:56 a.m.
Created at: April 11, 2026, 3:33 p.m.