Pith Number

pith:DW67FVEN

pith:2025:DW67FVENWFBPRRKPCLGKASVKQS

not attested not anchored not stored refs pending

ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks

Hejia Geng, Heng Zhou, Lei Bai, Li Kang, Xiangyuan Xue, Yiran Qin, Zhenfei Yin, Zhiyong Wang

arxiv:2503.02390 v3 · 2025-03-04 · 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{DW67FVENWFBPRRKPCLGKASVKQS}

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

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures

Receipt and verification

First computed	2026-07-05T11:12:28.824457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dbdf2d48db142f8c54f12cca04aaa84a1940dcaa7b972fc1a020108e6f4a474

Aliases

arxiv: 2503.02390 · arxiv_version: 2503.02390v3 · doi: 10.48550/arxiv.2503.02390 · pith_short_12: DW67FVENWFBP · pith_short_16: DW67FVENWFBPRRKP · pith_short_8: DW67FVEN

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/DW67FVENWFBPRRKPCLGKASVKQS \
  | 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: 1dbdf2d48db142f8c54f12cca04aaa84a1940dcaa7b972fc1a020108e6f4a474

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8bd1bfe73207ae57faef90b903db20a0998041f98e1c9f9d322b840eec17e74",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-03-04T08:28:04Z",
    "title_canon_sha256": "565744ba9821ee459b4330cd1e2bdab66c53645338d524a6c1c7e87251993e4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02390",
    "kind": "arxiv",
    "version": 3
  }
}