Pith. sign in
Pith Number

pith:5LQ7GNWE

pith:2023:5LQ7GNWEBKOUEAKJBU2S2MU5TO
not attested not anchored not stored refs pending

How is ChatGPT's behavior changing over time?

James Zou, Lingjiao Chen, Matei Zaharia

arxiv:2307.09009 v3 · 2023-07-18 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5LQ7GNWEBKOUEAKJBU2S2MU5TO}

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

16 papers in Pith

Receipt and verification
First computed 2026-07-05T07:07:13.479475Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eae1f336c40a9d4201490d352d329d9bb3a70cc96e5588b2482993e7b6345775

Aliases

arxiv: 2307.09009 · arxiv_version: 2307.09009v3 · doi: 10.48550/arxiv.2307.09009 · pith_short_12: 5LQ7GNWEBKOU · pith_short_16: 5LQ7GNWEBKOUEAKJ · pith_short_8: 5LQ7GNWE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5LQ7GNWEBKOUEAKJBU2S2MU5TO \
  | 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: eae1f336c40a9d4201490d352d329d9bb3a70cc96e5588b2482993e7b6345775
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5de7b612f7a60bcc07de677c5149d01e7195bdd5a916ca5bd63b30b73a69433d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-18T06:56:08Z",
    "title_canon_sha256": "c4c9097321802a2ca081f6e0104b8a2c4ae58369ef2a7b3514055cb957cf7c96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.09009",
    "kind": "arxiv",
    "version": 3
  }
}