Pith Number

pith:PRFI2SLJ

pith:2025:PRFI2SLJP44RFTVGHKASUUWCTS

not attested not anchored not stored refs pending

LLMs Can Generate a Better Answer by Aggregating Their Own Responses

Chen Liang, Haoyu Wang, Tianyi Liu, Tuo Zhao, Weizhu Chen, Xinyu Feng, Yuheng Cai, Zichong Li, Zixuan Zhang

arxiv:2503.04104 v2 · 2025-03-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PRFI2SLJP44RFTVGHKASUUWCTS}

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

3 papers in Pith

On Test-Time Scaling for Vision-Language Models

Understanding Performance Gap Between Parallel and Sequential Sampling in Large Reasoning Models

Receipt and verification

First computed	2026-07-05T10:48:26.428166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c4a8d49697f3912cea63a812a52c29cbde4cf5c1ca0c1dabdf9801e63245685

Aliases

arxiv: 2503.04104 · arxiv_version: 2503.04104v2 · doi: 10.48550/arxiv.2503.04104 · pith_short_12: PRFI2SLJP44R · pith_short_16: PRFI2SLJP44RFTVG · pith_short_8: PRFI2SLJ

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/PRFI2SLJP44RFTVGHKASUUWCTS \
  | 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: 7c4a8d49697f3912cea63a812a52c29cbde4cf5c1ca0c1dabdf9801e63245685

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b4cc83e77a0852bfb0b10e56cf31ca2b54c65a288255e665c204f481569d39a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-06T05:25:43Z",
    "title_canon_sha256": "f66e4e4153f6de705bdd9d291151984a8f7563ffb7a762b9fd9188fb7c7001e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04104",
    "kind": "arxiv",
    "version": 2
  }
}