Pith. sign in
Pith Number

pith:5SLLUMJL

pith:2024:5SLLUMJLIWZT3MLXRZ5O4YRJ6S
not attested not anchored not stored refs pending

Large Language Models are Pattern Matchers: Editing Semi-Structured and Structured Documents with ChatGPT

Irene Weber

arxiv:2409.07732 v1 · 2024-09-12 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5SLLUMJLIWZT3MLXRZ5O4YRJ6S}

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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 2026-07-05T09:06:28.532724Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ec96ba312b45b33db1778e7aee6229f485d1fbdf45d90ef8927bb49f34f1feca

Aliases

arxiv: 2409.07732 · arxiv_version: 2409.07732v1 · doi: 10.48550/arxiv.2409.07732 · pith_short_12: 5SLLUMJLIWZT · pith_short_16: 5SLLUMJLIWZT3MLX · pith_short_8: 5SLLUMJL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5SLLUMJLIWZT3MLXRZ5O4YRJ6S \
  | 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: ec96ba312b45b33db1778e7aee6229f485d1fbdf45d90ef8927bb49f34f1feca
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6d6f7c29b469d25fbac3a141026d4bf42e9b04adda20dce0ebac27c1002e6ce",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-12T03:41:39Z",
    "title_canon_sha256": "6cdd0704ea4056635777230d3bf0c9a4b18d8c013914a0a10e6f695a3587591e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07732",
    "kind": "arxiv",
    "version": 1
  }
}