Pith Number

pith:YDLIL2CJ

pith:2026:YDLIL2CJX265WO2PTS4R4UHW4F

not attested not anchored not stored refs pending

Mixture of Complementary Agents for Robust LLM Ensemble

Fang-Yi Yu, Jie Gao, Kevin Lu, Lirong Xia, Yichi Zhang, Yuang Zhang

arxiv:2605.24048 v1 · 2026-05-21 · cs.LG · 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{YDLIL2CJX265WO2PTS4R4UHW4F}

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	2026-05-26T01:02:42.806728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0d685e849bebddb3b4f9cb91e50f6e144db0c16e6d625f425a7c24b704a702c

Aliases

arxiv: 2605.24048 · arxiv_version: 2605.24048v1 · doi: 10.48550/arxiv.2605.24048 · pith_short_12: YDLIL2CJX265 · pith_short_16: YDLIL2CJX265WO2P · pith_short_8: YDLIL2CJ

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/YDLIL2CJX265WO2PTS4R4UHW4F \
  | 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: c0d685e849bebddb3b4f9cb91e50f6e144db0c16e6d625f425a7c24b704a702c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c503d37fa865bf26f2fb0c371e5e0e9347412f52eeb4d2a97059fb52cf80462",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T21:29:05Z",
    "title_canon_sha256": "fba6c5f8917b0b01cdd82fde2d9543b344b8737b3d6a9252c12a73df5d9c5b8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24048",
    "kind": "arxiv",
    "version": 1
  }
}