Pith Number

pith:ST5NVMWL

pith:2025:ST5NVMWLMDGVYLT6WEID55T3A7

not attested not anchored not stored refs pending

MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming

Chengqi Zheng, Haiyan Yin, HaoPeng Zhang, Ivor Tsang, Jianda Chen, Wen Zheng Terence Ng, Yew-Soon Ong, Yueming Lyu

arxiv:2505.22967 v1 · 2025-05-29 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ST5NVMWLMDGVYLT6WEID55T3A7}

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

3 papers in Pith

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks

Receipt and verification

First computed	2026-07-05T11:11:52.902645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94fadab2cb60cd5c2e7eb1103ef67b07db66c0e5a664ba1ae6fbb353e5b86ed2

Aliases

arxiv: 2505.22967 · arxiv_version: 2505.22967v1 · doi: 10.48550/arxiv.2505.22967 · pith_short_12: ST5NVMWLMDGV · pith_short_16: ST5NVMWLMDGVYLT6 · pith_short_8: ST5NVMWL

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/ST5NVMWLMDGVYLT6WEID55T3A7 \
  | 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: 94fadab2cb60cd5c2e7eb1103ef67b07db66c0e5a664ba1ae6fbb353e5b86ed2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4ad09db81766a8266405767c4cddde1ceef39b1cc93408fb70229d40ed67c36",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T01:08:36Z",
    "title_canon_sha256": "64dfec7b1df1a99b3f1711797d9bb83642500c584ab6c8f4913a7bd64fa1a15e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22967",
    "kind": "arxiv",
    "version": 1
  }
}