Pith Number

pith:NLRGU5W4

pith:2025:NLRGU5W4QBQPT3Y5ORM6GD5JFD

not attested not anchored not stored refs pending

DICE: Data Influence Cascade in Decentralized Learning

Can Wang, Fengxiang He, Tongtian Zhu, Wenhao Li

arxiv:2507.06931 v1 · 2025-07-09 · cs.LG · cs.DC · cs.MA · cs.SI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NLRGU5W4QBQPT3Y5ORM6GD5JFD}

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	2026-07-05T11:34:25.184496Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ae26a76dc8060f9ef1d7459e30fa928d9094dea77605768ba1d64a83832cc93

Aliases

arxiv: 2507.06931 · arxiv_version: 2507.06931v1 · doi: 10.48550/arxiv.2507.06931 · pith_short_12: NLRGU5W4QBQP · pith_short_16: NLRGU5W4QBQPT3Y5 · pith_short_8: NLRGU5W4

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/NLRGU5W4QBQPT3Y5ORM6GD5JFD \
  | 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: 6ae26a76dc8060f9ef1d7459e30fa928d9094dea77605768ba1d64a83832cc93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20d8b6775346eec7393d65bddeee40610a4e409b2ee73db6e2bc8cbcd43bc298",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.MA",
      "cs.SI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-09T15:13:44Z",
    "title_canon_sha256": "2535dbc646b784b86c2ac6bbe6154fd76395dfb5e9b2810517b76d4b740750a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06931",
    "kind": "arxiv",
    "version": 1
  }
}