Merge pull request 'extract: 2026-01-07-trump-maha-dietary-guidelines-reset' (#1275) from extract/2026-01-07-trump-maha-dietary-guidelines-reset into main

inbox/queue/.extraction-debug/2026-01-07-trump-maha-dietary-guidelines-reset.json

@@ -0,0 +1,34 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 4,
+    "rejected": 2,
+    "fixes_applied": [
+      "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md:set_created:2026-03-18",
+      "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md:stripped_wiki_link:SDOH-interventions-show-strong-ROI-but-adoption-stalls-becau",
+      "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md:set_created:2026-03-18",
+      "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md:stripped_wiki_link:GLP-1-receptor-agonists-are-the-largest-therapeutic-category"
+    ],
+    "rejections": [
+      "dietary-guidelines-have-no-funding-mechanism-creating-institutional-versus-individual-impact-split.md:missing_attribution_extractor",
+      "maha-food-first-rhetoric-serves-dual-agenda-of-food-quality-improvement-and-pharmaceutical-cost-resistance.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-18"
+}

inbox/queue/2026-01-07-trump-maha-dietary-guidelines-reset.md

@@ -7,9 +7,13 @@ date: 2026-01-07
 domain: health
 secondary_domains: []
 format: policy-announcement
-status: unprocessed
+status: null-result
 priority: medium
 tags: [dietary-guidelines, trump, maha, nutrition-policy, ultra-processed-food, food-as-medicine, policy-contradiction]
+processed_by: vida
+processed_date: 2026-03-18
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 2 claims, 2 rejected by validator"
 ---
 
 ## Content
@@ -71,3 +75,14 @@ The administration that is most rhetorically committed to "real food as medicine
 PRIMARY CONNECTION: Structural misalignment claim (Belief 3 territory) — payment infrastructure contracting while rhetoric amplifies
 WHY ARCHIVED: Captures the political economy contradiction between food-as-medicine rhetoric (peak) and funding reality (contracting) as of early 2026
 EXTRACTION HINT: Focus on the specific contradiction: VBID ended 2025-12-31, Guidelines announced 2026-01-07. "The most pro-food administration in decades is also the administration that removed the payment mechanism for food benefits to low-income MA enrollees."
+
+
+## Key Facts
+- The 2025-2030 Dietary Guidelines for Americans were announced January 7, 2026
+- HHS Secretary Kennedy and USDA Secretary Rollins jointly announced the guidelines
+- The guidelines are described as 'the most significant reset of federal nutrition policy in decades'
+- Key changes include prioritizing high-quality protein, healthy fats, fruits, vegetables, whole grains
+- The guidelines explicitly call out avoiding highly processed foods and refined carbohydrates
+- The guidelines are the foundation for school meals, military meals, veteran meals, and child/adult nutrition programs
+- The 2025-2030 guidelines include ultra-processed food guidance that previous iterations had excluded despite scientific advisory committee recommendations
+- VBID model termination occurred December 31, 2025, six days before the dietary guidelines announcement