Pith Number

pith:26ZDM7BW

pith:2025:26ZDM7BWNIKQBAULFA747WFECQ

not attested not anchored not stored refs pending

From Binary to Continuous: Stochastic Re-Weighting for Robust Graph Explanation

Dongsheng Luo, Hojat Allah Salehi, Jingchao Ni, Xu Zheng, Zhuomin Chen

arxiv:2508.01925 v1 · 2025-08-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{26ZDM7BWNIKQBAULFA747WFECQ}

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	2026-07-05T11:47:48.259886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7b2367c366a1500828b283fcfd8a41416003ba282241ad9ac3d90da16ade6ee

Aliases

arxiv: 2508.01925 · arxiv_version: 2508.01925v1 · doi: 10.48550/arxiv.2508.01925 · pith_short_12: 26ZDM7BWNIKQ · pith_short_16: 26ZDM7BWNIKQBAUL · pith_short_8: 26ZDM7BW

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/26ZDM7BWNIKQBAULFA747WFECQ \
  | 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: d7b2367c366a1500828b283fcfd8a41416003ba282241ad9ac3d90da16ade6ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70272277b240a519185600af09c99c724c7545f0a7141db9c3f03a7f4bd88b8e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-03T21:19:58Z",
    "title_canon_sha256": "c671cd429561759658e7d9f4c3b008aa667dd7972df88d9335bae666c3658bab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01925",
    "kind": "arxiv",
    "version": 1
  }
}