Triple

T22176813
Position Surface form Disambiguated ID Type / Status
Subject Vista Equity Partners E548069 entity
Predicate portfolioCompanyExample P43497 FINISHED
Object Pluralsight
Pluralsight is an online technology skills platform that offers video courses, learning paths, and assessments for software developers, IT professionals, and other tech workers.
 E1523246 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: Pluralsight | Statement: [Vista Equity Partners, portfolioCompanyExample, Pluralsight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pluralsight
Context triple: [Vista Equity Partners, portfolioCompanyExample, Pluralsight]
  • A. Udemy
    Udemy is a global online learning platform that hosts a vast marketplace of video-based courses across diverse subjects for learners and professionals.
  • B. O'Reilly Online Learning platform
    O'Reilly Online Learning platform is a subscription-based digital learning service offering technical and business content such as books, videos, and interactive courses for professionals.
  • C. Lynda
    Lynda is a feminine given name, often considered a variant of Linda, that gained popularity in English-speaking countries in the mid-20th century.
  • D. Microsoft Learn
    Microsoft Learn is an online training and documentation platform by Microsoft that provides interactive learning paths, modules, and reference content for its technologies and services.
  • E. LinkedIn Learning
    LinkedIn Learning is an online educational platform offering video-based courses in business, technology, and creative skills, integrated with LinkedIn for professional development and career growth.
  • 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: Pluralsight
Triple: [Vista Equity Partners, portfolioCompanyExample, Pluralsight]
Generated description
Pluralsight is an online technology skills platform that offers video courses, learning paths, and assessments for software developers, IT professionals, and other tech workers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pluralsight
Target entity description: Pluralsight is an online technology skills platform that offers video courses, learning paths, and assessments for software developers, IT professionals, and other tech workers.
  • A. Udemy
    Udemy is a global online learning platform that hosts a vast marketplace of video-based courses across diverse subjects for learners and professionals.
  • B. O'Reilly Online Learning platform
    O'Reilly Online Learning platform is a subscription-based digital learning service offering technical and business content such as books, videos, and interactive courses for professionals.
  • C. Lynda
    Lynda is a feminine given name, often considered a variant of Linda, that gained popularity in English-speaking countries in the mid-20th century.
  • D. Microsoft Learn
    Microsoft Learn is an online training and documentation platform by Microsoft that provides interactive learning paths, modules, and reference content for its technologies and services.
  • E. LinkedIn Learning
    LinkedIn Learning is an online educational platform offering video-based courses in business, technology, and creative skills, integrated with LinkedIn for professional development and career growth.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6d03488190b29872ff3f436237 completed April 28, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ec8ab7c81908eaa85092ce658c1 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0a9f494f3c8190aee8f2e6dc1af763 completed May 18, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa03a8e0c819089dc48473b5b743c completed May 18, 2026, 5:14 a.m.
Created at: April 16, 2026, 8:34 p.m.