Pith Number

pith:4YNU4AMO

pith:2024:4YNU4AMOZV2SM4H57QLGBEI2BK

not attested not anchored not stored refs pending

Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning

Abel G\'omez, Joan Giner-Miguelez, Jordi Cabot

arxiv:2404.15320 v2 · 2024-04-04 · cs.DL · 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{4YNU4AMOZV2SM4H57QLGBEI2BK}

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

Network Intrusion Datasets: A Survey, Limitations, and Recommendations

Receipt and verification

First computed	2026-07-05T08:22:39.782259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e61b4e018ecd752670fdfc1660911a0aa823105007c231dfd105ca68a8735ff1

Aliases

arxiv: 2404.15320 · arxiv_version: 2404.15320v2 · doi: 10.48550/arxiv.2404.15320 · pith_short_12: 4YNU4AMOZV2S · pith_short_16: 4YNU4AMOZV2SM4H5 · pith_short_8: 4YNU4AMO

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/4YNU4AMOZV2SM4H57QLGBEI2BK \
  | 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: e61b4e018ecd752670fdfc1660911a0aa823105007c231dfd105ca68a8735ff1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42ab23132925aafe7d8d7bf51932ac3504cf3f729b0c92483e61f46741aa13ac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.DL",
    "submitted_at": "2024-04-04T10:09:28Z",
    "title_canon_sha256": "e6cd4fb878afaf7f5e49234313c991a9bc006d46262ced7915d71287e0641e03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15320",
    "kind": "arxiv",
    "version": 2
  }
}