Pith Number

pith:6YAQWWVV

pith:2024:6YAQWWVVYEILXDKOTQNYTXHCSJ

not attested not anchored not stored refs pending

Leveraging Web-Crawled Data for High-Quality Fine-Tuning

Chenglin Jiang, Jing Zhou, Wei Shen, Xiaonan He, Xiao Zhou

arxiv:2408.08003 v1 · 2024-08-15 · 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{6YAQWWVVYEILXDKOTQNYTXHCSJ}

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

Do we really have to filter out random noise in pre-training data for language models?

Receipt and verification

First computed	2026-07-05T08:55:43.110427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6010b5ab5c110bb8d4e9c1b89dce29246f867cdf69f4339e508874854810bf8

Aliases

arxiv: 2408.08003 · arxiv_version: 2408.08003v1 · doi: 10.48550/arxiv.2408.08003 · pith_short_12: 6YAQWWVVYEIL · pith_short_16: 6YAQWWVVYEILXDKO · pith_short_8: 6YAQWWVV

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/6YAQWWVVYEILXDKOTQNYTXHCSJ \
  | 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: f6010b5ab5c110bb8d4e9c1b89dce29246f867cdf69f4339e508874854810bf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5af98f83c0b5da178b22400ad2e7ea09b441177283194024dc6e86831726f65",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-15T08:12:52Z",
    "title_canon_sha256": "1642851bc1e98e51f017f69b8e3545964ebdd032dbc7e242051b05684ea192c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08003",
    "kind": "arxiv",
    "version": 1
  }
}