Pith Number

pith:EMGLXVFF

pith:2025:EMGLXVFFRZ4M2HS2CMKQALLBGF

not attested not anchored not stored refs pending

Exploration by Random Distribution Distillation

Jiafei Lyu, Jian Tao, Kai Yang, Li Shen, Lusong Li, Xiu Li, Zhirui Fang

arxiv:2505.11044 v1 · 2025-05-16 · 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{EMGLXVFFRZ4M2HS2CMKQALLBGF}

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.

Cited by

1 paper in Pith

Exploration by Random Reward Perturbation

Receipt and verification

First computed	2026-07-05T11:04:09.808699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

230cbbd4a58e78cd1e5a1315002d61315bf480ea4492f25564ce5b26c2e7c6cb

Aliases

arxiv: 2505.11044 · arxiv_version: 2505.11044v1 · doi: 10.48550/arxiv.2505.11044 · pith_short_12: EMGLXVFFRZ4M · pith_short_16: EMGLXVFFRZ4M2HS2 · pith_short_8: EMGLXVFF

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/EMGLXVFFRZ4M2HS2CMKQALLBGF \
  | 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: 230cbbd4a58e78cd1e5a1315002d61315bf480ea4492f25564ce5b26c2e7c6cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a86b6d5c810226807888156c16052584420800f1e746249700d03bc47c663ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T09:38:21Z",
    "title_canon_sha256": "aebe0633c5f860bbf97cc1e6d00f6901dea6a95b16b2b370e6bd7f4f5d899cee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11044",
    "kind": "arxiv",
    "version": 1
  }
}