Merge nucleic/fuzzy-dewy-urchin-hpvd into dev

2026-08-02 16:38:29 -07:00
parent f89561b6a8
commit 4ad5b65811
3 changed files with 127 additions and 6 deletions
@@ -59,6 +59,21 @@ lines. Once `status` reports `"complete": true`, promote the staged result expli
  --confirm overwrite-all-labels-with-sol-high
 ```

+If promotion reports a near-duplicate label conflict in the combined real-session
+population, inspect both prompts and exclude the reviewed bad/ambiguous copy explicitly.
+The 1-based line is relative to the reported `combined-real.labeled.jsonl`; repeat the
+option for multiple decisions:
+
+```bash
+"$PY" ml/purpose-classifier/rebuild_sol_high.py promote \
+  --confirm overwrite-all-labels-with-sol-high \
+  --exclude-real-line <line>
+```
+
+Each exclusion is bound to the prompt hash, prior purpose, and review reason in the
+combined dataset manifest and promotion result. This option does not change a teacher
+label or relax duplicate detection.
+
 Promotion first validates and curates the complete staged population. It then replaces
 the two canonical source files, regenerates all round-two mirrors, relabels shipped
 fixtures (teacher-rejected fixtures become the runtime `general` fallback), rebuilds the