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This section defines the controlled vocabularies and duration encoding conventions used in the models. Controlled vocabularies ensure consistency by restricting values to predefined terms with precise meanings.

AcademicSubjectENUM

The following terms define the allowed values for identifying the academic subject associated with a resource.

AdoptionStatusENUM

The following terms define the allowed values for representing the adoption status of a state standards framework.

Duration

Durations are encoded using the ISO 8601 standard (PnYnMnDTnHnMnS), allowing precise representation of years, months, days, hours, minutes, and seconds.

EducationalAudienceENUM

The following terms define the intended audience for an educational resource.

EducationalUseENUM

The following terms define the purpose of an educational resource.

GradeLevelENUM

The following terms define the grade levels a resource is intended for.

JurisdictionENUM

The following terms define the jurisdiction a resource belongs to.

LanguageENUM

The following terms define the language a resource is available in.

lmsLoadingGuidanceENUM

The following terms define the vendor’s guidance for whether or not a resource should be loaded into a Learning Management System (LMS).

MaterialTypeENUM

The following terms define how a material relates to the core curriculum, distinguishing between primary instructional materials, optional enhancements, and reference resources.

NormalizedStatementTypeENUM

The following terms define the classification of a framework item based on its role in a standards framework. 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.

StudentGroupingTypeENUM

The following terms define the intended grouping of students when engaging with an activity or resource.