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Audit Trail · Minnesota Delegation Rhetoric Audit

The complete MN delegation audit trail

Every flagged post from the 12-month Minnesota delegation rhetoric audit. Five of ten members produced zero flags. These are the 99 posts from the five who did not. Each row links to the original post on X with full classifier reasoning and engagement data. Filter by member, party, or category. Click any row to expand.

99 posts · 5 flagged members (of 10 audited) · April 26, 2025 – April 26, 2026 · Last updated May 1, 2026
99
Total flagged posts
10
Members audited
4R · 1D
Flagged party breakdown
4
Categories represented
How to use this page: Each row shows one flagged post with the member, district, date, category, engagement metrics, and a direct link to the original post on X. Click any row to expand and see the classifier's reasoning and additional metadata. The taxonomy and counting rules are documented at the methodology page. Five members — Klobuchar, Smith, McCollum, Craig, and Morrison — produced zero flags across the 12-month window and do not appear here.
EC-07 reclassification — April 27–28, 2026: EC-07 (a Cat 2 clarification covering criminal-identity nouns applied as identity attributes to ethnic, religious, immigration-status, political-affiliation, or institutional classes) was added to the methodology on April 27, 2026 after a user-surfaced classifier inconsistency was identified during state-delegation review. A parse-error correction sweep on April 28, 2026 added one additional post. 81 of the 99 posts in this audit trail are EC-07 classifications, marked EC-07 in the row detail. The rule applies symmetrically across parties: the same criterion that flagged Emmer's “Somali fraudsters” pattern flagged Omar's “pedophile protection party” pattern. Full methodology refinement narrative is in Section 12, Task 4 of the methodology page.
Showing 99 of 99 flagged posts