Card: Figures 8, 9 and A3 are drawn from these checkpoints by figures/neighborhoods of the code repository

README.md

@@ -181,6 +181,10 @@ curve of Appendix L, the latent queries of Figure A1, and, through `k10_eval.py`
 Figure 9 against the ten draws. A near tie can move a cell by one query of 204 (0.005), and the
 collapsed a+u @ gallery row by about 0.01.
 
+The figures built on these towers are drawn from the checkpoints as well:
+`python figures/neighborhoods/run_all.py --ckpt-dir checkpoints --data-dir <data folder>` makes
+Figures 8, 9 and A3 and the neighborhood statistics of Appendix L.
+
 ## The 512-sentence packs and the `_d512` runs
 
 Until 2026-11-07 the 512-sentence anchor packs (`wscan_gal_rev.npz` of the dataset) carried the
@@ -226,6 +230,8 @@ dataset keeps the first packs as `wscan_gal_rev_rawprefix.npz`; the workers read
 
 ## Changes
 
+- 2026-11-12. The code repository gained `figures/neighborhoods/`, the scripts that drew
+  Figures 8, 9 and A3.
 - 2026-11-11, at night. The code repository gained `fixed_split_eval.py`, which reads the
   fixed-split checkpoints as the paper does.
 - 2026-11-11, later that day. 62 checkpoints were added, so that every tower the paper reads is