wrote bench/experiments/silver_letter/public/playback-materiality.json (65 KB) | 164 letters, 1103 acts | 3s
digest_with ed46e2470ebb42b7bccb7bdf20c5fcc80dddeb81448c52c07ecd41683a104fdc
size correlation: distance 0.8548 | percentile 0.1697
above own p95: 13 of 164
construction audit (np.cov vs math.fsum, 164 letters): max abs 6.377e-16 | max relative 1.255e-12
decision margins: nearest floor draw (nonzero) 1.435e-08 (relative 2.866e-06) | exact ties 3 (same rows both sides, stable by construction) | smallest adjacent rank gap 4.129e-09 (relative 8.246e-07)
VERDICT: every percentile count and rank ordering is construction-independent: True (smallest margin is 6.475e+06x the largest construction difference)
moment letter 1821-09-12-jefferson-to-adams: rank 75, pct 53.7, x_median 1.03, acts 5
top 10 by distance:
    1 1814-02-01-adams-to-jefferson            acts  19 dist 0.005008 x  2.27 pct 100.0
    2 1813-12-03-adams-to-jefferson            acts  31 dist 0.004928 x  1.69 pct  98.7
    3 1812-10-12-adams-to-jefferson            acts  43 dist 0.004348 x  1.27 pct  87.7
    4 1815-06-22-adams-to-jefferson            acts  19 dist 0.003253 x  1.48 pct  93.7
    5 1816-11-04-adams-to-jefferson            acts  19 dist 0.003132 x  1.42 pct  91.7
    6 1812-02-03-adams-to-jefferson            acts  15 dist 0.002814 x  1.41 pct  90.7
    7 1816-03-02-adams-to-jefferson            acts  18 dist 0.002765 x  1.28 pct  88.3
    8 1822-06-01-jefferson-to-adams            acts  11 dist 0.002735 x  1.66 pct  98.7
    9 1814-07-16-adams-to-jefferson            acts  24 dist 0.002709 x  1.08 pct  62.7
   10 1812-06-28-adams-to-jefferson            acts  20 dist 0.002664 x  1.19 pct  75.7
top 10 by percentile then x_median:
    1 1814-02-01-adams-to-jefferson            acts  19 x  2.27 pct 100.0
   14 1816-11-25-jefferson-to-adams            acts   6 x  1.97 pct  99.0
    2 1813-12-03-adams-to-jefferson            acts  31 x  1.69 pct  98.7
    8 1822-06-01-jefferson-to-adams            acts  11 x  1.66 pct  98.7
   28 1817-07-15-adams-to-jefferson            acts   4 x  1.91 pct  97.7
   20 1818-12-08-adams-to-jefferson            acts   6 x  1.87 pct  97.7
   38 1819-05-27-adams-to-jefferson            acts   3 x  2.07 pct  97.3
   42 1818-01-28-adams-to-jefferson            acts   3 x  2.00 pct  96.7
   36 1818-05-17-jefferson-to-adams            acts   4 x  1.78 pct  96.0
   11 1813-06-25-adams-to-jefferson            acts  11 x  1.53 pct  95.7