Pith Number

pith:BML64WOI

pith:2024:BML64WOIWTIYY2QNLH457DAN37

not attested not anchored not stored refs pending

On Training Data Influence of GPT Models

Hua Wu, Qingyi Liu, Qiwei Peng, Shuohuan Wang, Yekun Chai, Yu Sun

arxiv:2404.07840 v3 · 2024-04-11 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BML64WOIWTIYY2QNLH457DAN37}

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.

Receipt and verification

First computed	2026-07-05T09:15:09.652059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b17ee59c8b4d18c6a0d59f9df8c0ddfda73111716274bfa1f4de0c0a5a7331d

Aliases

arxiv: 2404.07840 · arxiv_version: 2404.07840v3 · doi: 10.48550/arxiv.2404.07840 · pith_short_12: BML64WOIWTIY · pith_short_16: BML64WOIWTIYY2QN · pith_short_8: BML64WOI

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/BML64WOIWTIYY2QNLH457DAN37 \
  | 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: 0b17ee59c8b4d18c6a0d59f9df8c0ddfda73111716274bfa1f4de0c0a5a7331d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3899b651f48c5402cfe3084f295ad46769e44e65feab444b822ead3faaa4bd07",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-11T15:27:56Z",
    "title_canon_sha256": "e60c5735044a31cdb8447336b32ed189c0a30761954a186c4d7e2d3ed9e66e0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07840",
    "kind": "arxiv",
    "version": 3
  }
}