diff --git a/config/regions.tsv b/config/regions.tsv
index 3613963..5441fff 100644
--- a/config/regions.tsv
+++ b/config/regions.tsv
@@ -141,6 +141,7 @@
 0x800308C4	0x800309CC	src/func_800308C4.c
 0x800319F0	0x80031A48	src/func_800319F0.c
 0x80031BBC	0x80031CC0	src/func_80031BBC.c
+0x80031EBC	0x80031F2C	src/func_80031EBC.c
 0x80031F2C	0x80031F78	src/func_80031F2C.c
 0x80031F78	0x80031FC4	src/func_80031F78.c
 0x80031FC4	0x800320D8	src/func_80031FC4.c
diff --git a/docs/MATCHING_COOKBOOK.md b/docs/MATCHING_COOKBOOK.md
index dae2b60..9f5b4be 100644
--- a/docs/MATCHING_COOKBOOK.md
+++ b/docs/MATCHING_COOKBOOK.md
@@ -1680,3 +1680,55 @@ Worker B's caution, now pinned in `tools/sf3_rank`'s docstring: the score is the
 *"repetitive at every scale"*. **Any implementation using a mean or a different normalisation
 produces non-comparable numbers** — compare scores only against the reference tool's output. This
 matters because workers were sharing rankings across partitions.
+
+### 109. "Adjacency finds the row; redundancy predicts the price" (worker D)
+
+Worker D's calibration, and it is a sharper claim than finding 99: **adjacency and redundancy do
+different jobs.**
+
+> **Adjacency finds the ROW. Redundancy predicts the PRICE.**
+
+Measured across worker D's session: every redundant body cost **1–4 spellings** (11 matches); both
+non-redundant above-ceiling attempts (`0x800FF5A8`, `0x80065980`) are **still open after 6–9
+spellings**. The filter has never been wrong about *cost* on a row where it made a prediction.
+
+**And worker D used it to DECLINE work, which is the harder discipline.** It read `0x8006C044`
+(736 B, adjacent to its 700 B match — apparently the ideal adjacency pick) and identified it as a
+**3D-maths culling routine**: 4 loops, 6 `mult`/`mflo` pairs, pointer walks — **the tie-break-dense
+class, not the redundant class.** So it released the row and took two small adjacent rows instead,
+which **together cost less context than a first draft of the 736 B row** and returned two bodies
+rather than zero-to-one.
+
+**A released row with a stated reason is worth more than a started row with a hope.**
+
+### 110. The redundancy metric CANNOT be fixed by comparing operands — MEASURED (coordinator)
+
+Worker C reported a false positive: the ranker's #1 row (`0x8001C8AC`, 652 B, 0.87) is
+tie-break-dense, its score inflated by a repeated **instruction idiom** — `multu`/`mflo`/`sra 0xc`
+fourteen times over nine *distinct* expressions. C proposed ranking on repeated **maximal
+instruction runs** instead, on the theory that comparing full words (opcode **and** operands)
+would separate a genuine repeated source block from a repeated idiom.
+
+**I implemented exactly that and measured it. It is WORSE.** Coverage by repeated runs of 3
+consecutive full words, against known rows:
+
+| row | known | opcode metric | full-word metric |
+|---|---|---|---|
+| A match `0x8009C904` | high | 0.81 | 0.49 |
+| A match `0x80036DA4` | high | 0.77 | 0.43 |
+| A match `0x800556E8` | high | 0.67 | **0.00** |
+| A match `0x80068910` | high | 0.82 | **0.00** |
+| A fail `0x80017C6C` | low | 0.33 | 0.14 |
+| C false positive `0x8001C8AC` | low | 0.57 | **0.58** |
+
+**The full-word metric scores two known matches at ZERO and scores the known false positive
+HIGHEST.** The reason is fatal to the approach: a genuine repeated source block does **not**
+produce identical instruction words in its copies, because the register allocator assigns
+different registers. So "same opcodes, different operands" describes a repeated source block
+**and** a repeated idiom equally well — they are **indistinguishable at the instruction level**.
+
+**Conclusion: the false positive is real, but it is not fixable by operand comparison.** The
+discriminator has to come from source structure, not from the binary. Until something better
+exists, **the opcode metric stays** — its record (13 of 23 first-spelling for one worker, 11
+matches for another) is far stronger than the alternative's, and a single false positive at the
+top of a 1000-row list is a tolerable error rate.