Pith Number

pith:R4556MAO

pith:2026:R4556MAOVGLILLFO2HHKAZWD2Z

not attested not anchored not stored refs pending

Game Theory Driven Multi-Agent Framework Mitigates Language Model Hallucination

Biquan Bie, Harry Yang, Jinzhe Cao, Runzhe Liu, Shengyang Tao, Wenbo Yang, Xinghai Li, Yexin Liu, Yuchao Ma, Zihao Wang

arxiv:2607.08403 v1 · 2026-07-09 · 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{R4556MAOVGLILLFO2HHKAZWD2Z}

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	2026-07-10T01:19:49.468986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f3bdf300ea99685acaed1cea066c3d64585d6b39a82b0b4713dac6635671f3f

Aliases

arxiv: 2607.08403 · arxiv_version: 2607.08403v1 · doi: 10.48550/arxiv.2607.08403 · pith_short_12: R4556MAOVGLI · pith_short_16: R4556MAOVGLILLFO · pith_short_8: R4556MAO

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/R4556MAOVGLILLFO2HHKAZWD2Z \
  | 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: 8f3bdf300ea99685acaed1cea066c3d64585d6b39a82b0b4713dac6635671f3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "788b0b429dbff2888463b48bef5d46aba303d46a96e667e76c8d3801f45e7113",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-09T12:28:39Z",
    "title_canon_sha256": "5f8f5047a64a7257dd1c996c8b22cb4983cfa983674e340fadd19c31b60b3659"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08403",
    "kind": "arxiv",
    "version": 1
  }
}