Pith Number

pith:XXEBXJHU

pith:2025:XXEBXJHUILAQ7EYUVRI3KD3KZ5

not attested not anchored not stored refs pending

Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design

Lingyao Li, Shuhang Lin, Yongfeng Zhang, Zhenkun Li

arxiv:2505.16979 v1 · 2025-05-22 · cs.AI · 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{XXEBXJHUILAQ7EYUVRI3KD3KZ5}

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

Node-as-Agent: Graph Agentic Network

Receipt and verification

First computed	2026-07-05T11:07:44.037913Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdc81ba4f442c10f9314ac51b50f6acf477a598efaec7b77199b774d78b182cd

Aliases

arxiv: 2505.16979 · arxiv_version: 2505.16979v1 · doi: 10.48550/arxiv.2505.16979 · pith_short_12: XXEBXJHUILAQ · pith_short_16: XXEBXJHUILAQ7EYU · pith_short_8: XXEBXJHU

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/XXEBXJHUILAQ7EYUVRI3KD3KZ5 \
  | 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: bdc81ba4f442c10f9314ac51b50f6acf477a598efaec7b77199b774d78b182cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad22c448636c2c4132c514360d3d00bff919e99a6083389aedb149e45408da84",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-22T17:52:33Z",
    "title_canon_sha256": "dc7021efdc6824a1fd054fb6c6c4852e0bfa98a7385e1bc2383589cc4201f66c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16979",
    "kind": "arxiv",
    "version": 1
  }
}