Pith Number

pith:KWI5AGNI

pith:2025:KWI5AGNIKCNRMJETQ2GRLNB3KK

not attested not anchored not stored refs pending

GneissWeb: Preparing High Quality Data for LLMs at Scale

Abdulhamid Adebayo, Alexei Karve, Bishwaranjan Bhattacharjee, Boris Lublinsky, Changchang Liu, Constantin Adam, David Wood, Farhan Ahmed, Hajar Emami Gohari, Herbert Woisetschl\"ager, Issei Yoshida, Kun-Lung Wu, Maroun Touma, Nathalie Baracaldo Angel, Nirmit Desai, Pablo Pesce, Petros Zerfos, Praneet Adusumilli, Ran Iwamoto, Revital Eres, Santosh Subhashrao Borse, Shalisha Witherspoon, Shiqiang Wang, Swanand Ravindra Kadhe, Syed Yousaf Shah, Syed Zawad, Takuyo Ohko, Wei-Han Lee, Xuan-Hong Dang, Yan Koyfman, Yi Zhou, Yuan-Chi Chang

arxiv:2502.14907 v2 · 2025-02-19 · 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{KWI5AGNIKCNRMJETQ2GRLNB3KK}

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

1 paper in Pith

Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training

Receipt and verification

First computed	2026-07-05T11:45:14.470137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5591d019a8509b162493868d15b43b52be70b9165e4b194e6793c92bf350b8f1

Aliases

arxiv: 2502.14907 · arxiv_version: 2502.14907v2 · doi: 10.48550/arxiv.2502.14907 · pith_short_12: KWI5AGNIKCNR · pith_short_16: KWI5AGNIKCNRMJET · pith_short_8: KWI5AGNI

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/KWI5AGNIKCNRMJETQ2GRLNB3KK \
  | 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: 5591d019a8509b162493868d15b43b52be70b9165e4b194e6793c92bf350b8f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02416bd34178ae577bdbf935b05bc0cbb22dea6b6d4c8ecb2518b9cdcbe7f96b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-19T00:14:29Z",
    "title_canon_sha256": "d7d1d41ad396ea1b6c1fcada0fa6b7506421e117f6b0274767367602cce16294"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14907",
    "kind": "arxiv",
    "version": 2
  }
}