Add d=512 support sparsity: 20 JSONs + summary CSV

BP: s(1e-6)=92.7%, norm=2.70e-04, r_inf=0.159, PR=0.300
DFA: s(1e-6)=0.1%, norm=5.31e-08
SB: s(1e-6)=20.3%, norm=2.33e-06
CB: s(1e-6)=1.2%, norm=9.88e-08

Same pattern as d=256, confirming width-independence of the sparsity gap.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

20 files changed, 1840 insertions, 0 deletions

diff --git a/results/confirmatory/d512_sparsity/bp_s1024.json b/results/confirmatory/d512_sparsity/bp_s1024.json
new file mode 100644
index 0000000..ee1871e
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/bp_s1024.json
@@ -0,0 +1,92 @@
+{
+  "method": "bp",
+  "seed": 1024,
+  "d": 512,
+  "acc": 0.578125,
+  "per_layer": [
+    {
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+}
\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/bp_s123.json b/results/confirmatory/d512_sparsity/bp_s123.json
new file mode 100644
index 0000000..f3d76f3
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/bp_s123.json
@@ -0,0 +1,92 @@
+{
+  "method": "bp",
+  "seed": 123,
+  "d": 512,
+  "acc": 0.61328125,
+  "per_layer": [
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+  ]
+}
\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/bp_s42.json b/results/confirmatory/d512_sparsity/bp_s42.json
new file mode 100644
index 0000000..5f9eabd
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/bp_s42.json
@@ -0,0 +1,92 @@
+{
+  "method": "bp",
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+  "d": 512,
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+}
\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/bp_s456.json b/results/confirmatory/d512_sparsity/bp_s456.json
new file mode 100644
index 0000000..f238d62
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/bp_s456.json
@@ -0,0 +1,92 @@
+{
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+}
\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/bp_s789.json b/results/confirmatory/d512_sparsity/bp_s789.json
new file mode 100644
index 0000000..d4d9ca5
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/bp_s789.json
@@ -0,0 +1,92 @@
+{
+  "method": "bp",
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+}
\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/credit_bridge_s1024.json b/results/confirmatory/d512_sparsity/credit_bridge_s1024.json
new file mode 100644
index 0000000..4171b57
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/credit_bridge_s1024.json
@@ -0,0 +1,92 @@
+{
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diff --git a/results/confirmatory/d512_sparsity/credit_bridge_s123.json b/results/confirmatory/d512_sparsity/credit_bridge_s123.json
new file mode 100644
index 0000000..03eeae2
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/credit_bridge_s123.json
@@ -0,0 +1,92 @@
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diff --git a/results/confirmatory/d512_sparsity/credit_bridge_s42.json b/results/confirmatory/d512_sparsity/credit_bridge_s42.json
new file mode 100644
index 0000000..14051c3
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/credit_bridge_s42.json
@@ -0,0 +1,92 @@
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/credit_bridge_s456.json b/results/confirmatory/d512_sparsity/credit_bridge_s456.json
new file mode 100644
index 0000000..d95d45f
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/credit_bridge_s456.json
@@ -0,0 +1,92 @@
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/credit_bridge_s789.json b/results/confirmatory/d512_sparsity/credit_bridge_s789.json
new file mode 100644
index 0000000..3b94426
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/credit_bridge_s789.json
@@ -0,0 +1,92 @@
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/dfa_s1024.json b/results/confirmatory/d512_sparsity/dfa_s1024.json
new file mode 100644
index 0000000..e802f73
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/dfa_s1024.json
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/dfa_s123.json b/results/confirmatory/d512_sparsity/dfa_s123.json
new file mode 100644
index 0000000..5f6b44a
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/dfa_s123.json
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/dfa_s42.json b/results/confirmatory/d512_sparsity/dfa_s42.json
new file mode 100644
index 0000000..75b0ca3
--- /dev/null
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diff --git a/results/confirmatory/d512_sparsity/dfa_s456.json b/results/confirmatory/d512_sparsity/dfa_s456.json
new file mode 100644
index 0000000..139a809
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/dfa_s456.json
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/dfa_s789.json b/results/confirmatory/d512_sparsity/dfa_s789.json
new file mode 100644
index 0000000..bc041df
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/dfa_s789.json
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/state_bridge_s1024.json b/results/confirmatory/d512_sparsity/state_bridge_s1024.json
new file mode 100644
index 0000000..a8c14b7
--- /dev/null
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diff --git a/results/confirmatory/d512_sparsity/state_bridge_s123.json b/results/confirmatory/d512_sparsity/state_bridge_s123.json
new file mode 100644
index 0000000..02bd8eb
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/state_bridge_s123.json
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/state_bridge_s42.json b/results/confirmatory/d512_sparsity/state_bridge_s42.json
new file mode 100644
index 0000000..6ead6f1
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/state_bridge_s42.json
@@ -0,0 +1,92 @@
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/state_bridge_s456.json b/results/confirmatory/d512_sparsity/state_bridge_s456.json
new file mode 100644
index 0000000..d58b07c
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/state_bridge_s456.json
@@ -0,0 +1,92 @@
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\ No newline at end of file
diff --git a/results/confirmatory/d512_sparsity/state_bridge_s789.json b/results/confirmatory/d512_sparsity/state_bridge_s789.json
new file mode 100644
index 0000000..5c3ccb1
--- /dev/null
+++ b/results/confirmatory/d512_sparsity/state_bridge_s789.json
@@ -0,0 +1,92 @@
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\ No newline at end of file