Pith Number

pith:SJLDYYFW

pith:2025:SJLDYYFWNKYH73Z7AWMUYPTOBL

not attested not anchored not stored refs pending

MasRouter: Learning to Route LLMs for Multi-Agent Systems

Boyang Liu, Dawei Cheng, Guancheng Wan, Guibin Zhang, Kun Wang, Yanwei Yue, Yiyan Qi

arxiv:2502.11133 v1 · 2025-02-16 · 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{SJLDYYFWNKYH73Z7AWMUYPTOBL}

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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

8 papers in Pith

Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems

Critic-Guided Heterogeneous Multi-Agent Reasoning for Reliable Mathematical Problem Solving

TRINITY: An Evolved LLM Coordinator

Emergent Social Intelligence Risks in Generative Multi-Agent Systems

FlowCompile: An Optimizing Compiler for Structured LLM Workflows

Receipt and verification

First computed	2026-07-05T10:15:04.236828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92563c60b66ab07fef3f05994c3e6e0ae627a89efbd16b00ec791fccc9f9ece4

Aliases

arxiv: 2502.11133 · arxiv_version: 2502.11133v1 · doi: 10.48550/arxiv.2502.11133 · pith_short_12: SJLDYYFWNKYH · pith_short_16: SJLDYYFWNKYH73Z7 · pith_short_8: SJLDYYFW

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/SJLDYYFWNKYH73Z7AWMUYPTOBL \
  | 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: 92563c60b66ab07fef3f05994c3e6e0ae627a89efbd16b00ec791fccc9f9ece4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4332b9a1f68725c549e7ded754bd30272e8e26e94ff46ad929e8f11e1a6e336d",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-16T14:00:59Z",
    "title_canon_sha256": "54c00591d1b948952272b7877e3119866913d286b84686c1fe9a6c229e9777ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11133",
    "kind": "arxiv",
    "version": 1
  }
}