AcademicSubjectENUM
Academic subject associated with a resource
AdoptionStatusENUM
Adoption status of a state standards framework
Duration
Precise representation of years, months, days, hours, minutes, and seconds, encoded using the ISO 8601 standard (PnYnMnDTnHnMnS)
EducationalAudienceENUM
Intended audience for an educational resource
EducationalUseENUM
Purpose of an educational resource
GradeLevelENUM
Grade level a resource is intended for
JurisdictionENUM
Jurisdiction a resource belongs to
LanguageENUM
Language a resource is available in
lmsLoadingGuidanceENUM
Vendor’s guidance for whether or not a resource should be loaded into an
MaterialTypeENUM
How a material relates to the core curriculum (e.g., primary instructional materials, optional enhancements, and reference resources)
NormalizedStatementTypeENUM
Classification of a StandardsFrameworkItem based on its role in a StandardsFramework
To assign this value, we began by having human reviewers assign the correct
normalizedStatementTypelabels across all Mathematics standards frameworks. These expert-assigned values provided the ground truth dataset, ensuring a reliable benchmark. When we compared large language model (LLM) classifications against this human-labeled set, the models achieved accuracy ranging from the low 80s in detailed evaluations to over 90% across full frameworks, with especially strong results on the “Standard” class. Based on these results, we extended the assignment process to English Language Arts, Science, and Social Studies standards frameworks as well.