Pith Number

pith:GPJSTAHI

pith:2024:GPJSTAHIITKQH5F4J6UYH5RZFY

not attested not anchored not stored refs pending

How Much Can We Forget about Data Contamination?

Sebastian Bordt, Suraj Srinivas, Ulrike von Luxburg, Valentyn Boreiko

arxiv:2410.03249 v4 · 2024-10-04 · cs.LG · cs.AI · 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{GPJSTAHIITKQH5F4J6UYH5RZFY}

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

3 papers in Pith

DataComp-VLM: Improved Open Datasets for Vision-Language Models

From Safety Risk to Design Principle: Peer-Preservation in Multi-Agent LLM Systems and Its Implications for Orchestrated Democratic Discourse Analysis

Receipt and verification

First computed	2026-07-05T11:21:36.403012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33d32980e844d503f4bc4fa983f6392e3f633b22c52b1d72a6400bbfe3dbf56d

Aliases

arxiv: 2410.03249 · arxiv_version: 2410.03249v4 · doi: 10.48550/arxiv.2410.03249 · pith_short_12: GPJSTAHIITKQ · pith_short_16: GPJSTAHIITKQH5F4 · pith_short_8: GPJSTAHI

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/GPJSTAHIITKQH5F4J6UYH5RZFY \
  | 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: 33d32980e844d503f4bc4fa983f6392e3f633b22c52b1d72a6400bbfe3dbf56d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5cc7f4af2600a69ef0837b45e30af48bca5d9981ee14739039dc17d3eb7fc66",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T09:14:11Z",
    "title_canon_sha256": "cdc9bb92f406c159a2b41c138081a5fa1a8ec632cda8519b2befe15db0285926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03249",
    "kind": "arxiv",
    "version": 4
  }
}