diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-01 16:20:35 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-08-01 16:20:35 -0500 |
| commit | 735f9c7fd202d0eaed9183094d84d365e0e5404d (patch) | |
| tree | 075b5b9212568d9d956776ce47d911b8e055c105 /artifacts/vg_5k/shared_rank_phrase.json | |
| parent | 08fd63b8fee62ccdc284380c9832900ee83f9ede (diff) | |
Test the new instruments; fix an O(1/n) bias in the degree decomposition
Four tests around today's additions. Two failed on first run and both
were worth having.
The degree decomposition left an O(1/n) residual on a field that is
purely additive: excluding the diagonal makes the two-way design
unbalanced, so one pass of row and column means does not remove a pure
degree effect. Swept to convergence instead. At N=256 the correction
moves the reported variance shares by under 0.001, so the refutation of
the hubness hypothesis stands unchanged -- but the instrument that
produced it now does what it claims.
The other failure was the test's own scale: two random 16-dimensional
subspaces of R^64 overlap above 0.7 by chance, which is why the real
measurements are made at N=256 where the null sits at 1.0.
Co-Authored-By: Claude <noreply@anthropic.com>
Diffstat (limited to 'artifacts/vg_5k/shared_rank_phrase.json')
| -rw-r--r-- | artifacts/vg_5k/shared_rank_phrase.json | 265 |
1 files changed, 265 insertions, 0 deletions
diff --git a/artifacts/vg_5k/shared_rank_phrase.json b/artifacts/vg_5k/shared_rank_phrase.json new file mode 100644 index 0000000..80d6565 --- /dev/null +++ b/artifacts/vg_5k/shared_rank_phrase.json @@ -0,0 +1,265 @@ +{ + "protocol": "Effective rank from the participation ratio of each field's spectrum; shared directions from principal angles between the two leading eigenspaces. No pairing enters beyond the alignment the fields already carry.", + "width": 32, + "rows": [ + { + "label": "mean-phrase-0.716", + "size": 256, + "correlation": 0.7157944505313559, + "visual_effective_rank": 39.69132496762981, + "text_effective_rank": 47.98422953390366, + "shared_directions_cos_gt_0.7": 16, + "shuffled_null": 1.0, + "shared_above_null": 15.0, + "principal_cosines_top8": [ + 0.987, + 0.978, + 0.96, + 0.941, + 0.934, + 0.922, + 0.899, + 0.89 + ], + "spectrum_profile": [ + { + "index": 0, + "best_text_overlap": 0.8406807387214822 + }, + { + "index": 1, + "best_text_overlap": 0.6748753041856854 + }, + { + "index": 2, + "best_text_overlap": 0.7174150319587717 + }, + { + "index": 3, + "best_text_overlap": 0.4742164704027202 + }, + { + "index": 4, + "best_text_overlap": 0.7105187496542062 + }, + { + "index": 5, + "best_text_overlap": 0.5435228035336661 + }, + { + "index": 6, + "best_text_overlap": 0.5173316630294161 + }, + { + "index": 7, + "best_text_overlap": 0.3720956303455928 + }, + { + "index": 8, + "best_text_overlap": 0.4031225977235423 + }, + { + "index": 9, + "best_text_overlap": 0.5909531802492844 + }, + { + "index": 10, + "best_text_overlap": 0.373881786434362 + }, + { + "index": 11, + "best_text_overlap": 0.2816693575587397 + }, + { + "index": 12, + "best_text_overlap": 0.21822240451244762 + }, + { + "index": 13, + "best_text_overlap": 0.3929212823566225 + }, + { + "index": 14, + "best_text_overlap": 0.4024276537497661 + }, + { + "index": 15, + "best_text_overlap": 0.2659834432053085 + } + ] + }, + { + "label": "structured-wv64", + "size": 256, + "correlation": 0.7246401498403082, + "visual_effective_rank": 39.69132496762981, + "text_effective_rank": 39.044391234462196, + "shared_directions_cos_gt_0.7": 15, + "shuffled_null": 1.0, + "shared_above_null": 14.0, + "principal_cosines_top8": [ + 0.991, + 0.979, + 0.957, + 0.94, + 0.924, + 0.913, + 0.884, + 0.877 + ], + "spectrum_profile": [ + { + "index": 0, + "best_text_overlap": 0.8699128451599867 + }, + { + "index": 1, + "best_text_overlap": 0.5919394988285451 + }, + { + "index": 2, + "best_text_overlap": 0.664910963201995 + }, + { + "index": 3, + "best_text_overlap": 0.5718467670534315 + }, + { + "index": 4, + "best_text_overlap": 0.6155246177540001 + }, + { + "index": 5, + "best_text_overlap": 0.520789559417958 + }, + { + "index": 6, + "best_text_overlap": 0.5726871443670466 + }, + { + "index": 7, + "best_text_overlap": 0.359948345526124 + }, + { + "index": 8, + "best_text_overlap": 0.3629235665536516 + }, + { + "index": 9, + "best_text_overlap": 0.3191775375612409 + }, + { + "index": 10, + "best_text_overlap": 0.23839966477101518 + }, + { + "index": 11, + "best_text_overlap": 0.3902646088886306 + }, + { + "index": 12, + "best_text_overlap": 0.2525566443339542 + }, + { + "index": 13, + "best_text_overlap": 0.4143287992176083 + }, + { + "index": 14, + "best_text_overlap": 0.35641603055069626 + }, + { + "index": 15, + "best_text_overlap": 0.1905065808689813 + } + ] + }, + { + "label": "structured-wv128", + "size": 256, + "correlation": 0.7252267991153296, + "visual_effective_rank": 39.69132496762981, + "text_effective_rank": 48.61469812212951, + "shared_directions_cos_gt_0.7": 16, + "shuffled_null": 1.0, + "shared_above_null": 15.0, + "principal_cosines_top8": [ + 0.987, + 0.978, + 0.956, + 0.936, + 0.933, + 0.919, + 0.908, + 0.882 + ], + "spectrum_profile": [ + { + "index": 0, + "best_text_overlap": 0.8836896656200444 + }, + { + "index": 1, + "best_text_overlap": 0.6662527722108562 + }, + { + "index": 2, + "best_text_overlap": 0.6895209294138209 + }, + { + "index": 3, + "best_text_overlap": 0.5068523620638157 + }, + { + "index": 4, + "best_text_overlap": 0.6826302737796026 + }, + { + "index": 5, + "best_text_overlap": 0.5697249361142291 + }, + { + "index": 6, + "best_text_overlap": 0.5326573257977141 + }, + { + "index": 7, + "best_text_overlap": 0.37933461331439877 + }, + { + "index": 8, + "best_text_overlap": 0.3322445785255883 + }, + { + "index": 9, + "best_text_overlap": 0.5083883525562566 + }, + { + "index": 10, + "best_text_overlap": 0.3237366787528124 + }, + { + "index": 11, + "best_text_overlap": 0.38425794698324 + }, + { + "index": 12, + "best_text_overlap": 0.1960410706899702 + }, + { + "index": 13, + "best_text_overlap": 0.4644524929154713 + }, + { + "index": 14, + "best_text_overlap": 0.2559185730403851 + }, + { + "index": 15, + "best_text_overlap": 0.2515038306148867 + } + ] + } + ], + "reading": "The narrow modality is the one to upgrade. A shared count far below both effective ranks means each side is rich but they are rich about different things." +}
\ No newline at end of file |
