Pith Number

pith:JCLUTLQW

pith:2025:JCLUTLQWPVHJB6SL7PZTPRAQ7Q

not attested not anchored not stored refs pending

Removing Noise, not Finding Gold: Quality Filtering for Large-Scale Pretraining

David Grangier, Louis Bethune, Marco Cuturi, Michal Klein, Pierre Ablin, Thiziri Nait Saada

arxiv:2510.00866 v3 · 2025-10-01 · cs.LG · 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{JCLUTLQWPVHJB6SL7PZTPRAQ7Q}

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

Is a Document Educational or Just Wikipedia-Style? -- Pitfalls of Classifier-Based Quality Filtering

Receipt and verification

First computed	2026-06-24T00:14:21.161280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

489749ae167d4e90fa4bfbf337c410fc357e300b7234efa95b3113d7646a380b

Aliases

arxiv: 2510.00866 · arxiv_version: 2510.00866v3 · doi: 10.48550/arxiv.2510.00866 · pith_short_12: JCLUTLQWPVHJ · pith_short_16: JCLUTLQWPVHJB6SL · pith_short_8: JCLUTLQW

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/JCLUTLQWPVHJB6SL7PZTPRAQ7Q \
  | 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: 489749ae167d4e90fa4bfbf337c410fc357e300b7234efa95b3113d7646a380b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dcff0c2750c4df1ff8e68b918db9700adea64b7ca6ece0789d004be113f4862",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-01T13:15:15Z",
    "title_canon_sha256": "f4c6c85256023cdecf1912810654e9c036d88949f08e59736d81a25fa37b37e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.00866",
    "kind": "arxiv",
    "version": 3
  }
}