Pith Number

pith:GSNQCFME

pith:2023:GSNQCFME4BZ2JU2O3ANHWDSVNR

not attested not anchored not stored refs pending

Large Language Models as Sous Chefs: Revising Recipes with GPT-3

Alyssa Hwang, Bryan Li, Dan Roth, Zhaoyi Hou

arxiv:2306.13986 v1 · 2023-06-24 · 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{GSNQCFME4BZ2JU2O3ANHWDSVNR}

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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.

Cited by

1 paper in Pith

On Recipe Memorization and Creativity in Large Language Models: Is Your Model a Creative Cook, a Bad Cook, or Merely a Plagiator?

Receipt and verification

First computed	2026-07-05T06:24:18.665321Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

349b011584e073a4d34ed81a7b0e556c69a278a2f22ff13d0283d2bcb71265f9

Aliases

arxiv: 2306.13986 · arxiv_version: 2306.13986v1 · doi: 10.48550/arxiv.2306.13986 · pith_short_12: GSNQCFME4BZ2 · pith_short_16: GSNQCFME4BZ2JU2O · pith_short_8: GSNQCFME

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/GSNQCFME4BZ2JU2O3ANHWDSVNR \
  | 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: 349b011584e073a4d34ed81a7b0e556c69a278a2f22ff13d0283d2bcb71265f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "738274398cf512a0bf31469db04577109c583fb937436114f54bce8bb0942b18",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-24T14:42:43Z",
    "title_canon_sha256": "aa68e417dbb4f4375142d3435e804f2299982ff074acfe6e69890b08bf96ca31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13986",
    "kind": "arxiv",
    "version": 1
  }
}