Pith Number

pith:JI4XPD72

pith:2025:JI4XPD72YNIW3IJG5YIK7ZLZBA

not attested not anchored not stored refs pending

Rethinking the Outlier Distribution in Large Language Models: An In-depth Study

Khushi Sharma, Rahul Raman, Sai Qian Zhang

arxiv:2505.21670 v1 · 2025-05-27 · 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{JI4XPD72YNIW3IJG5YIK7ZLZBA}

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	2026-07-05T11:11:01.886265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a39778ffac3516da126ee10afe579081989209a4824a8aa2e0548da01da3eab

Aliases

arxiv: 2505.21670 · arxiv_version: 2505.21670v1 · doi: 10.48550/arxiv.2505.21670 · pith_short_12: JI4XPD72YNIW · pith_short_16: JI4XPD72YNIW3IJG · pith_short_8: JI4XPD72

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/JI4XPD72YNIW3IJG5YIK7ZLZBA \
  | 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: 4a39778ffac3516da126ee10afe579081989209a4824a8aa2e0548da01da3eab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9e942d94113c6ea6c44c233c20d488f4c1eceed58a4da8c834a8be5bca92675",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-27T18:48:40Z",
    "title_canon_sha256": "ed8ca33f4df631d315b70adc9147ab0f8e2c17e1d07a33492319336cbcb657c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21670",
    "kind": "arxiv",
    "version": 1
  }
}