pith. sign in
Pith Number

pith:HSU5WAS3

pith:2026:HSU5WAS3EGABB5REO62XLYHRVX
not attested not anchored not stored refs pending

Epistemic Gain, Aleatoric Cost: Uncertainty Decomposition in Multi-Agent Debate for Math Reasoning

Baoxiang Wang, Binbin Chen, Dan Qiao, Fengyu Cai, Fuxin Jiang, Hongyuan Zha, Jianlong Chen, Tieying Zhang, Wenhao Li, Zuzhi Chen

arxiv:2603.01221 v2 · 2026-03-01 · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HSU5WAS3EGABB5REO62XLYHRVX}

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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.
Receipt and verification
First computed 2026-06-19T16:11:21.471260Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3ca9db025b218010f62477b575e0f1adca1b5ec76f39d5e672601e238beeb9c4

Aliases

arxiv: 2603.01221 · arxiv_version: 2603.01221v2 · doi: 10.48550/arxiv.2603.01221 · pith_short_12: HSU5WAS3EGAB · pith_short_16: HSU5WAS3EGABB5RE · pith_short_8: HSU5WAS3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HSU5WAS3EGABB5REO62XLYHRVX \
  | 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: 3ca9db025b218010f62477b575e0f1adca1b5ec76f39d5e672601e238beeb9c4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "17e51ada994e1f29948f6483a873995b3aa7ac0947aed5606e0d8000872d2f31",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-03-01T18:37:39Z",
    "title_canon_sha256": "d038603272401121be1bb593f9cab24df62452a531e41be319a7b5e745ed6d35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.01221",
    "kind": "arxiv",
    "version": 2
  }
}