Pith Number

pith:F7B2LDRY

pith:2025:F7B2LDRYELIPACPKBQLP7W53BJ

not attested not anchored not stored refs pending

Self-signals Driven Multi-LLM Debate for Efficient and Accurate Reasoning

Deyi Ji, Lanyun Zhu, Shuo Gao, Xuhang Chen, Zhifan Song

arxiv:2510.06843 v2 · 2025-10-08 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F7B2LDRYELIPACPKBQLP7W53BJ}

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

SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate

Receipt and verification

First computed	2026-05-27T01:05:38.482018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fc3a58e3822d0f009ea0c16ffdbbb0a4c11008b5324fb3334df388eeb5d099b

Aliases

arxiv: 2510.06843 · arxiv_version: 2510.06843v2 · doi: 10.48550/arxiv.2510.06843 · pith_short_12: F7B2LDRYELIP · pith_short_16: F7B2LDRYELIPACPK · pith_short_8: F7B2LDRY

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/F7B2LDRYELIPACPKBQLP7W53BJ \
  | 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: 2fc3a58e3822d0f009ea0c16ffdbbb0a4c11008b5324fb3334df388eeb5d099b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2b3ee0b1092c10d47284406cc35392ccd5e510477c9d739c394917e8ed7e97f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-08T10:10:11Z",
    "title_canon_sha256": "5b3c34c1cf21fee8e5e21b47cc8a822ba80a17b1baedea0e101d9903a1a9ce3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.06843",
    "kind": "arxiv",
    "version": 2
  }
}