Pith Number

pith:B6Y2GAUG

pith:2026:B6Y2GAUGNFMNHO7KGWTU7NK5FO

not attested not anchored not stored refs pending

Beyond Importance: Interchange-Sobol Sensitivity Reveals Task-Specific Content Channels in Transformer Components

Jin-Hong Du, Xiang Chen, Yifeng Guo

arxiv:2606.20678 v1 · 2026-06-12 · stat.ML · cs.LG · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B6Y2GAUGNFMNHO7KGWTU7NK5FO}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-23T00:11:53.498646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fb1a302866958d3bbea35a74fb55d2b96e2082d2ff142cb59ad5a57afea9b6b

Aliases

arxiv: 2606.20678 · arxiv_version: 2606.20678v1 · doi: 10.48550/arxiv.2606.20678 · pith_short_12: B6Y2GAUGNFMN · pith_short_16: B6Y2GAUGNFMNHO7K · pith_short_8: B6Y2GAUG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/B6Y2GAUGNFMNHO7KGWTU7NK5FO \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 0fb1a302866958d3bbea35a74fb55d2b96e2082d2ff142cb59ad5a57afea9b6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76f0f9df3dace18510d149a9022b01302fe300ae39052b366b4736784e2fd1f0",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-12T23:31:52Z",
    "title_canon_sha256": "5fb6ef0bbcd95ba9b82d4ba79e290533fa8e5450c62ea8abd24cb3fc4b005e73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20678",
    "kind": "arxiv",
    "version": 1
  }
}