Several items in the feed are institutional profile pages rather than reporting on new sector events (e.g., university/provider descriptions and program overviews). Because they do not describe a discrete, time-sensitive higher-ed development by a specific actor, they were excluded from the news clusters. This filtering keeps the newsletter focused on developments that affect governance, funding, compliance, academic operations, or student success in the near term. No eligible stories remain from this subset for clustering.