diff --git a/inbox/queue/.extraction-debug/2026-03-23-hanson-futarchy-details-open-research-questions.json b/inbox/queue/.extraction-debug/2026-03-23-hanson-futarchy-details-open-research-questions.json
new file mode 100644
index 00000000..06a0f161
--- /dev/null
+++ b/inbox/queue/.extraction-debug/2026-03-23-hanson-futarchy-details-open-research-questions.json
@@ -0,0 +1,24 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "futarchy-information-revelation-timing-creates-last-mover-advantage-in-thin-markets.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 1,
+    "rejected": 1,
+    "fixes_applied": [
+      "futarchy-information-revelation-timing-creates-last-mover-advantage-in-thin-markets.md:set_created:2026-03-23"
+    ],
+    "rejections": [
+      "futarchy-information-revelation-timing-creates-last-mover-advantage-in-thin-markets.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-23"
+}
\ No newline at end of file
diff --git a/inbox/queue/2026-03-23-hanson-futarchy-details-open-research-questions.md b/inbox/queue/2026-03-23-hanson-futarchy-details-open-research-questions.md
index 9752664b..00790da3 100644
--- a/inbox/queue/2026-03-23-hanson-futarchy-details-open-research-questions.md
+++ b/inbox/queue/2026-03-23-hanson-futarchy-details-open-research-questions.md
@@ -7,9 +7,13 @@ date: 2024-01-01
 domain: internet-finance
 secondary_domains: [mechanisms, collective-intelligence]
 format: blog-post
-status: unprocessed
+status: null-result
 priority: high
 tags: [futarchy, robin-hanson, open-questions, mechanism-design, redistribution, information-revelation]
+processed_by: rio
+processed_date: 2026-03-23
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 1 claims, 1 rejected by validator"
 ---
 
 ## Content
@@ -54,3 +58,10 @@ This piece is distinct from the META-036 research proposal (which targets "infor
 PRIMARY CONNECTION: [[Redistribution proposals are futarchys hardest unsolved problem because they can increase measured welfare while reducing productive value creation]]
 WHY ARCHIVED: Primary source for understanding Hanson's own conception of futarchy's theoretical gaps; the silence on Mechanism B as an open question is as informative as the explicit open questions he names
 EXTRACTION HINT: Prioritize the redistribution attack structure (wealth transfer indistinguishable from value creation) as an enrichment to the existing redistribution claim. The information revelation timing candidate is new.
+
+
+## Key Facts
+- Robin Hanson identifies four open research questions in futarchy: redistribution, statistical noise, information revelation timing, and agenda control
+- Hanson describes redistribution as 'the hardest issue I know of, where I'm still not sure what to do'
+- Hanson does not identify the basic information acquisition mechanism (Mechanism B) as an open research question
+- Hanson suggests organizations may need external 'laws and social norms that limit redistribution proposals'