Triple

T18531351
Position Surface form Disambiguated ID Type / Status
Subject SymfonyCasts E452836 entity
Predicate formerlyKnownAs P65 FINISHED
Object KnpUniversity
KnpUniversity is an online learning platform best known for its practical video tutorials and courses on Symfony and modern PHP development.
E1328601 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: KnpUniversity | Statement: [SymfonyCasts, formerlyKnownAs, KnpUniversity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KnpUniversity
Context triple: [SymfonyCasts, formerlyKnownAs, KnpUniversity]
  • A. OnCourse Learning
    OnCourse Learning is a professional education and training provider offering online courses and compliance solutions across industries such as financial services, real estate, and healthcare.
  • B. KDE Akademy-es
    KDE Akademy-es is a regional conference that brings together Spanish-speaking contributors and users of the KDE community for talks, workshops, and collaboration.
  • C. Canvas LMS
    Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
  • D. Wikiversity
    Wikiversity is a Wikimedia Foundation project that provides a free, collaborative platform for creating and using educational resources and learning materials.
  • E. Tollbar Academy
    Tollbar Academy is a large secondary school and sixth form in New Waltham, North East Lincolnshire, known for its strong academic performance and academy status within the local education trust.
  • 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: KnpUniversity
Triple: [SymfonyCasts, formerlyKnownAs, KnpUniversity]
Generated description
KnpUniversity is an online learning platform best known for its practical video tutorials and courses on Symfony and modern PHP development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KnpUniversity
Target entity description: KnpUniversity is an online learning platform best known for its practical video tutorials and courses on Symfony and modern PHP development.
  • A. OnCourse Learning
    OnCourse Learning is a professional education and training provider offering online courses and compliance solutions across industries such as financial services, real estate, and healthcare.
  • B. KDE Akademy-es
    KDE Akademy-es is a regional conference that brings together Spanish-speaking contributors and users of the KDE community for talks, workshops, and collaboration.
  • C. Canvas LMS
    Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
  • D. Wikiversity
    Wikiversity is a Wikimedia Foundation project that provides a free, collaborative platform for creating and using educational resources and learning materials.
  • E. Tollbar Academy
    Tollbar Academy is a large secondary school and sixth form in New Waltham, North East Lincolnshire, known for its strong academic performance and academy status within the local education trust.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e533fd0e348190ab3d4548f74b9b79 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04917afbe08190921b6f8bce34596d completed May 13, 2026, 2:58 p.m.
NEDg Description generation batch_6a0491fa71f881909217ec68e5aca45d completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492d4811c8190ad177b5d52aba66c completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:37 a.m.