Triple

T5425927
Position Surface form Disambiguated ID Type / Status
Subject Norwegian universities E121361 entity
Predicate qualityAssuranceBody P63689 FINISHED
Object Norwegian Agency for Quality Assurance in Education
The Norwegian Agency for Quality Assurance in Education is Norway’s national body responsible for evaluating and accrediting higher education institutions and study programs to ensure their academic quality and standards.
E518484 NE FINISHED

How this triple was built (5 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: Norwegian Agency for Quality Assurance in Education | Statement: [Norwegian universities, qualityAssuranceBody, Norwegian Agency for Quality Assurance in Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Norwegian Agency for Quality Assurance in Education
Context triple: [Norwegian universities, qualityAssuranceBody, Norwegian Agency for Quality Assurance in Education]
  • A. Norwegian Ministry of Education and Research
    The Norwegian Ministry of Education and Research is a government department responsible for national policy, funding, and oversight in Norway’s education system and research sector.
  • B. Norwegian Directorate for Education and Training
    The Norwegian Directorate for Education and Training is the national government agency responsible for implementing education policy, developing curricula, and overseeing quality in primary and secondary education and training in Norway.
  • C. Inland Norway University of Applied Sciences
    Inland Norway University of Applied Sciences is a Norwegian public institution offering professionally oriented and research-based higher education across multiple campuses in the Inland region.
  • D. Norwegian universities
    Norwegian universities are the country’s higher education and research institutions, offering a wide range of academic programs and conducting scientific research across diverse disciplines.
  • E. Finnish National Agency for Education
    The Finnish National Agency for Education is Finland’s central government agency responsible for developing education policy, curricula, and support services across all levels of the country’s education system.
  • 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: Norwegian Agency for Quality Assurance in Education
Triple: [Norwegian universities, qualityAssuranceBody, Norwegian Agency for Quality Assurance in Education]
Generated description
The Norwegian Agency for Quality Assurance in Education is Norway’s national body responsible for evaluating and accrediting higher education institutions and study programs to ensure their academic quality and standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Norwegian Agency for Quality Assurance in Education
Target entity description: The Norwegian Agency for Quality Assurance in Education is Norway’s national body responsible for evaluating and accrediting higher education institutions and study programs to ensure their academic quality and standards.
  • A. Norwegian Ministry of Education and Research
    The Norwegian Ministry of Education and Research is a government department responsible for national policy, funding, and oversight in Norway’s education system and research sector.
  • B. Norwegian Directorate for Education and Training
    The Norwegian Directorate for Education and Training is the national government agency responsible for implementing education policy, developing curricula, and overseeing quality in primary and secondary education and training in Norway.
  • C. Inland Norway University of Applied Sciences
    Inland Norway University of Applied Sciences is a Norwegian public institution offering professionally oriented and research-based higher education across multiple campuses in the Inland region.
  • D. Norwegian universities
    Norwegian universities are the country’s higher education and research institutions, offering a wide range of academic programs and conducting scientific research across diverse disciplines.
  • E. Finnish National Agency for Education
    The Finnish National Agency for Education is Finland’s central government agency responsible for developing education policy, curricula, and support services across all levels of the country’s education system.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: qualityAssuranceBody
Context triple: [Norwegian universities, qualityAssuranceBody, Norwegian Agency for Quality Assurance in Education]
  • A. qualityDependsOn
    Indicates that the quality or performance of one entity is determined or influenced by the characteristics or state of another entity.
  • B. requiresQuality
    Indicates that one entity depends on or needs another entity to possess a specific quality or attribute in order for a condition, action, or relationship to hold.
  • C. quality
    Indicates that an entity possesses a particular attribute, characteristic, or degree of excellence that defines how good, suitable, or effective it is in a given context.
  • D. associatedWithQuality
    Indicates that an entity is linked to, characterized by, or possesses a particular quality or attribute.
  • E. hasQualityCriterion
    Indicates that something is associated with a specific standard or criterion used to judge its quality.
  • F. None of above. chosen

Provenance (7 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_69bd463b58d88190b258261573de9e91 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8911a7348190ad9378a248190f07 completed March 20, 2026, 5:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3abfc7e88190b8f0a31b61c33973 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3b592a08819090e2873bcf4e797f completed March 22, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf3c0b9e5481909101eccbd55f24b2 completed March 22, 2026, 12:47 a.m.
PD Predicate disambiguation batch_69bd846b8bdc81909dcdc2a3084226f2 completed March 20, 2026, 5:31 p.m.
PDg Predicate description generation batch_69bd8910de688190aa0cd80627849a60 completed March 20, 2026, 5:51 p.m.
Created at: March 20, 2026, 2:06 p.m.