7. Recovery

Same KG scores — rank by P/T (and baselines), verify on alarms

At each decision

60 s timed gate after first nonzero eval
Scores → P_i; catalog → T_i
Run top hypothesis procedures in series
Verify 1 min on alarms; else eliminate & re-rank

Orderings: P/T · Highest P · Shortest T · Random (5 seeds)

P/T & P: 28/31 short T 25 rand ~24

Discuss: belief vs cost under time · ▸ backup

Recovered vs first-try (31)

orderings

Outcome mix — 1st procedure / after wrongs / not recovered / no action

P/T

21

7

1

2

Highest P

26

2

1

2

Shortest T

14

11

4

2

Random

13

8

8

2

1st procafter wrongsnot recoveredno action