The Vanishing Context: A Preliminary Content Analysis of Relational Context Loss in AI-Generated Bullet-Point Structuring of Public Subsidy Information Pages

This Technical Note reports a preliminary content analysis of relational context loss in AI-generated bullet-point structuring. The study examines three Japanese public subsidy information pages and compares two conditions: normal bullet-point structuring and context-preserving bullet-point structuring. Unlike the previous Technical Note, The Vanishing Caveat, which examined changes in information units during repeated summarization, this note focuses on relational units: conditional links, exception relations, procedural order, correspondence between requirements and actions, and verification or contact-point relations. Across the three documents, the mean relational-unit preservation rate was 0.84 under the…