Add story-to-pack research and a structured situation review

Research toward building a content pack from a story corpus, kept on its own branch and independent of the game. Records the selection experiments against blind labels, and settles selection as gate G2 followed by a human review: review.py writes REVIEW.md and a review.json form, apply_review.py checks the filled form and writes situations.json for the next stage. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01C6UDQ9o6L6Ey173U7XVou6
2026-09-15 06:59:35 -04:00
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+method  acc   P1+    P2  #2 distinct dup names  cover multi  success
+B         4  1.00  0.00   0        4         0    13%     0  -
+M1        4  1.00  0.00   0        4         0    13%     0  fail
+M2        3  1.00  1.00   3        3         0     5%     0  fail
+M3       16  0.69  0.00   0       10         1    45%    68  fail
+
+per method, accepted clusters:
+
+B:
+  R001 size 13 label 1  an inheritance or fortune and what it obliges
+  R006 size 36 label 1  a spouse schemes against or confronts a spouse over infidelity
+  R007 size 38 label 1  schemes, cons and theft over money
+  R012 size 22 label 1  who holds sway in a dining room or hotel
+
+M1:
+  R001 size 13 label 1  an inheritance or fortune and what it obliges
+  R006 size 36 label 1  a spouse schemes against or confronts a spouse over infidelity
+  R007 size 38 label 1  schemes, cons and theft over money
+  R012 size 22 label 1  who holds sway in a dining room or hotel
+
+M2:
+  R011 size 14 label 2  money and marriage: wealthy suitors, inheritances
+  R015 size 15 label 2  a spouse schemes against or confronts a spouse over infidelity
+  R020 size 17 label 2  someone coerces someone with a threat
+
+M3:
+  R002 size 30 label 0  -
+  R003 size 30 label 1  someone coerces someone with a threat
+  R004 size 28 label 1  a run-in with the police
+  R005 size 30 label 0  -
+  R006 size 36 label 1  a spouse schemes against or confronts a spouse over infidelity
+  R007 size 38 label 1  schemes, cons and theft over money
+  R008 size 30 label 1  courtship
+  R009 size 30 label 1  coercion over money: threats, bribes, demands for payment
+  R010 size 37 label 1  courtship
+  R013 size 30 label 0  -
+  R014 size 30 label 1  drinking in the saloon
+  R016 size 17 label 0  -
+  R017 size 30 label 1  money owed and repayment
+  R018 size 39 label 1  trying to impress or win someone's favour
+  R019 size 30 label 1  who holds sway in a dining room or hotel
+  R021 size 30 label 0  -