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The technical implementation of Parentage tagging within Jason Barnard's Indexing Annotation Hierarchy. During indexing, the bot annotates whether a chunk contains citation-as-source signals: "according to [Entity]," "as [Entity] explains," "[Entity] coined," "[Entity] developed." The bot tags citation direction (citing vs being cited) and citation type (originated, explained, popularized).

Jason Barnard explains Hierarchical Parentage annotation as the bot's citation direction detection. The bot examines: Is this entity BEING cited or DOING the citing? Is it cited as originator ("coined by"), explainer ("according to"), or popularizer ("popularized by")? The semantic triple [Source] → [citation relationship] → [Entity] gets extracted and tagged. "According to Jason Barnard" tags Barnard as the parentage source.

The bot tags citation direction and type - crucial for distinguishing authorities from reporters. A chunk that cites others is different from a chunk that gets cited. Parentage annotation captures this directionality. The annotation enables downstream algorithms to identify primary sources vs secondary reports.