Pith. sign in
Pith Number

pith:7BZY6G3P

pith:2023:7BZY6G3PCGVK6QYA3WUDKR3BIG
not attested not anchored not stored refs pending

On the Generalization of Training-based ChatGPT Detection Methods

Amy Liu, Han Xu, Hui Liu, Jie Ren, Jiliang Tang, Pengfei He, Shenglai Zeng, Yingqian Cui

arxiv:2310.01307 v2 · 2023-10-02 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7BZY6G3PCGVK6QYA3WUDKR3BIG}

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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 2026-07-05T06:56:39.909259Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f8738f1b6f11aaaf4300dda835476141ac18bceb3ebf859198b8d11e4b9972c1

Aliases

arxiv: 2310.01307 · arxiv_version: 2310.01307v2 · doi: 10.48550/arxiv.2310.01307 · pith_short_12: 7BZY6G3PCGVK · pith_short_16: 7BZY6G3PCGVK6QYA · pith_short_8: 7BZY6G3P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7BZY6G3PCGVK6QYA3WUDKR3BIG \
  | 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: f8738f1b6f11aaaf4300dda835476141ac18bceb3ebf859198b8d11e4b9972c1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2a264ab925c1676b90ca4709dafb3319b68d3abc61ae8e948394c042369433ac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-02T16:13:08Z",
    "title_canon_sha256": "969f1877ab7a68d10cd157d0e7766728ae5ebeace462b250d5afefaf35628dc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01307",
    "kind": "arxiv",
    "version": 2
  }
}