Triple

T22564413
Position Surface form Disambiguated ID Type / Status
Subject Drenthe College (Assen campus) E557906 entity
Predicate usesQualificationFramework P44086 FINISHED
Object Dutch national qualifications framework
The Dutch national qualifications framework is a standardized system that classifies and compares levels of education and vocational training in the Netherlands to ensure transparency, quality, and alignment with European frameworks.
E1543547 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: Dutch national qualifications framework | Statement: [Drenthe College (Assen campus), usesQualificationFramework, Dutch national qualifications framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dutch national qualifications framework
Context triple: [Drenthe College (Assen campus), usesQualificationFramework, Dutch national qualifications framework]
  • A. European Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • B. Dutch-Flemish Accreditation Organisation (NVAO)
    The Dutch-Flemish Accreditation Organisation (NVAO) is an independent quality assurance agency responsible for accrediting higher education programs and institutions in the Netherlands and Flanders.
  • C. National Framework of Qualifications levels 7–10
    The National Framework of Qualifications levels 7–10 are the upper tiers of Ireland’s national education framework, covering ordinary and honours bachelor’s degrees through to master’s and doctoral qualifications.
  • D. Dutch schools
    Dutch schools refers to the artistic traditions and movements originating in the Netherlands, particularly known for their influential painters and distinctive styles from the Dutch Golden Age onward.
  • E. Regulated Qualifications Framework
    The Regulated Qualifications Framework is the official system used in England and Northern Ireland to classify and compare the level and size of regulated academic and vocational qualifications.
  • 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: Dutch national qualifications framework
Triple: [Drenthe College (Assen campus), usesQualificationFramework, Dutch national qualifications framework]
Generated description
The Dutch national qualifications framework is a standardized system that classifies and compares levels of education and vocational training in the Netherlands to ensure transparency, quality, and alignment with European frameworks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dutch national qualifications framework
Target entity description: The Dutch national qualifications framework is a standardized system that classifies and compares levels of education and vocational training in the Netherlands to ensure transparency, quality, and alignment with European frameworks.
  • A. European Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • B. Dutch-Flemish Accreditation Organisation (NVAO)
    The Dutch-Flemish Accreditation Organisation (NVAO) is an independent quality assurance agency responsible for accrediting higher education programs and institutions in the Netherlands and Flanders.
  • C. National Framework of Qualifications levels 7–10
    The National Framework of Qualifications levels 7–10 are the upper tiers of Ireland’s national education framework, covering ordinary and honours bachelor’s degrees through to master’s and doctoral qualifications.
  • D. Dutch schools
    Dutch schools refers to the artistic traditions and movements originating in the Netherlands, particularly known for their influential painters and distinctive styles from the Dutch Golden Age onward.
  • E. Regulated Qualifications Framework
    The Regulated Qualifications Framework is the official system used in England and Northern Ireland to classify and compare the level and size of regulated academic and vocational qualifications.
  • 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_69e11e5ae4ac8190b1f503457603d969 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15fa8d8388190856198547d56dce6 completed April 29, 2026, 1:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d7325dc8190b207d175b8e80d42 completed May 18, 2026, 3:17 p.m.
NEDg Description generation batch_6a0b364801cc81908204a937c1099728 completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b37a1ecc08190ac89e862582833a0 completed May 18, 2026, 4 p.m.
Created at: April 16, 2026, 8:52 p.m.