Pith Number

pith:WS65ZRVY

pith:2024:WS65ZRVYAISB3DWR7ZTO3OWOMZ

not attested not anchored not stored refs pending

M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models

Daimeng Wei, Hao Yang, Hengchao Shang, Jiaxin Guo, Jinlong Yang, Shaojun Li, Shimin Tao, Yuanchang Luo, Zhanglin Wu, Zhiqiang Rao, Zongyao Li

arxiv:2412.18299 v1 · 2024-12-24 · 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{WS65ZRVYAISB3DWR7ZTO3OWOMZ}

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	2026-07-05T09:53:53.516479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4bddcc6b802241d8ed1fe66edbace666424119b49ab8d5759e23f1c018e3f87

Aliases

arxiv: 2412.18299 · arxiv_version: 2412.18299v1 · doi: 10.48550/arxiv.2412.18299 · pith_short_12: WS65ZRVYAISB · pith_short_16: WS65ZRVYAISB3DWR · pith_short_8: WS65ZRVY

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/WS65ZRVYAISB3DWR7ZTO3OWOMZ \
  | 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: b4bddcc6b802241d8ed1fe66edbace666424119b49ab8d5759e23f1c018e3f87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc1e095c6cd5b34baac72050e373c083ac63a9fadd88dd308565beb90adb8d67",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-24T09:06:58Z",
    "title_canon_sha256": "6b55ed4ab5757fbf09762685283a26642aec421114168c8e3de164f2738ec1f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18299",
    "kind": "arxiv",
    "version": 1
  }
}