Pith Number

pith:LBUE6WJT

pith:2025:LBUE6WJT3BX3JBMBWNB5P77JXJ

not attested not anchored not stored refs pending

Decision Flow Policy Optimization

Dacheng Tao, Hechang Chen, Jifeng Hu, Lichao Sun, Li Shen, Sili Huang, Siyuan Guo, Yi Chang, Zhaogeng Liu

arxiv:2505.20350 v1 · 2025-05-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBUE6WJT3BX3JBMBWNB5P77JXJ}

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	2026-07-05T11:10:11.637339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58684f5933d86fb48581b343d7ffe9ba59a22dff193cebc285d8d03a47083e53

Aliases

arxiv: 2505.20350 · arxiv_version: 2505.20350v1 · doi: 10.48550/arxiv.2505.20350 · pith_short_12: LBUE6WJT3BX3 · pith_short_16: LBUE6WJT3BX3JBMB · pith_short_8: LBUE6WJT

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/LBUE6WJT3BX3JBMBWNB5P77JXJ \
  | 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: 58684f5933d86fb48581b343d7ffe9ba59a22dff193cebc285d8d03a47083e53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b55fd0c3b8fd8b531112b08d3c99c5a3b038e3216837d337c031f1957a2dc06",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T03:42:20Z",
    "title_canon_sha256": "c2003174f9036bbdebbde68eb4894acc6af6b7048e1cb727989c1d988b13c5e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20350",
    "kind": "arxiv",
    "version": 1
  }
}