Pith Number

pith:MCVVB6ED

pith:2024:MCVVB6EDKEPDJD3G7E52ZOBYDN

not attested not anchored not stored refs pending

A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training

Micha{\l} Pere{\l}kiewicz, Rafa{\l} Po\'swiata

arxiv:2407.07630 v1 · 2024-07-10 · 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{MCVVB6EDKEPDJD3G7E52ZOBYDN}

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

Automating Categorization of Scientific Texts with In-Context Learning and Prompt-Chaining in Large Language Models

Receipt and verification

First computed	2026-07-05T08:42:15.175415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60ab50f883511e348f66f93bacb8381b4b309a5dba8f4bef1db70acca257aab4

Aliases

arxiv: 2407.07630 · arxiv_version: 2407.07630v1 · doi: 10.48550/arxiv.2407.07630 · pith_short_12: MCVVB6EDKEPD · pith_short_16: MCVVB6EDKEPDJD3G · pith_short_8: MCVVB6ED

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/MCVVB6EDKEPDJD3G7E52ZOBYDN \
  | 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: 60ab50f883511e348f66f93bacb8381b4b309a5dba8f4bef1db70acca257aab4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99acd2b9705f56e8eecdd51656c9a86a0d91018209e27449b8d5d19da2e159ce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-10T13:09:23Z",
    "title_canon_sha256": "3f68ac168d794718115e7c26e7b2b727aabaef7f6830a0f9291eeff1ff8ed410"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07630",
    "kind": "arxiv",
    "version": 1
  }
}