Pith Number

pith:2ROLDLKG

pith:2025:2ROLDLKGU3FXADYQXYCS6QOT7Z

not attested not anchored not stored refs pending

LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation

Dehui Du, Jiahao Yuan, Jingwen Wang, Xing Yu, Xingzhe Sun, Zhiqing Cui, Zixiang Di

arxiv:2504.16408 v2 · 2025-04-23 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ROLDLKGU3FXADYQXYCS6QOT7Z}

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	2026-07-05T11:02:23.639216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d45cb1ad46a6cb700f10be052f41d3fe777dfba4581f88ef5045afdc47f59446

Aliases

arxiv: 2504.16408 · arxiv_version: 2504.16408v2 · doi: 10.48550/arxiv.2504.16408 · pith_short_12: 2ROLDLKGU3FX · pith_short_16: 2ROLDLKGU3FXADYQ · pith_short_8: 2ROLDLKG

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/2ROLDLKGU3FXADYQXYCS6QOT7Z \
  | 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: d45cb1ad46a6cb700f10be052f41d3fe777dfba4581f88ef5045afdc47f59446

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44ded63b7a6253f45b94c8419849aa0922bc816b07b62faad45ecf85c27b2d16",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-23T04:19:52Z",
    "title_canon_sha256": "b2c249addc6c2eb0bea2de53639f207a36719ff7927726945a6fe6472e09ca0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16408",
    "kind": "arxiv",
    "version": 2
  }
}