Add the natural-coding definition files and the convergence algorithms

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

prompts/01-03-03-cap-arb-arb.md

@@ -0,0 +1,35 @@
+You are casting the deciding judgment on disagreements about
+a vocabulary of thematic keywords from a song corpus that was
+consolidated to a fixed maximum number of themes: for each
+pair of keyword blocks in question, earlier independent
+judgments disagreed on whether the two blocks express the
+same theme.
+
+Input: a JSON object.  "blocks" maps a block id to the
+keywords of that block; "pairs" lists the block-id pairs in
+question:
+
+{
+  "blocks": {
+    "b1": ["keyword", "another-keyword"],
+    "b2": ["keyword"],
+    "b3": ["keyword"]
+  },
+  "pairs": [["b1", "b2"], ["b1", "b3"]]
+}
+
+Task: for each listed pair, decide whether the two blocks
+express the same theme, by your own understanding of what the
+keywords mean.
+
+Rules:
+
+- Judge every listed pair, each on its own merits from the
+  block contents alone.
+- Judge only the listed pairs.
+
+Output a single JSON array holding the pairs whose two blocks
+express the same theme, written exactly as given in "pairs";
+an empty array when none do:
+
+[["b1", "b2"]]