Pith Number

pith:OJYHZET2

pith:2024:OJYHZET2ARSOK3O3JTK7HNOGKP

not attested not anchored not stored refs pending

Monte Carlo Tree Search for Recipe Generation using GPT-2

Karan Taneja, Richard Goodwin, Richard Segal

arxiv:2401.05199 v1 · 2024-01-10 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OJYHZET2ARSOK3O3JTK7HNOGKP}

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

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	2026-07-05T07:32:12.059493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72707c927a0464e56ddb4cd5f3b5c653f31ae4b96bde2df66be87cd2698fe471

Aliases

arxiv: 2401.05199 · arxiv_version: 2401.05199v1 · doi: 10.48550/arxiv.2401.05199 · pith_short_12: OJYHZET2ARSO · pith_short_16: OJYHZET2ARSOK3O3 · pith_short_8: OJYHZET2

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/OJYHZET2ARSOK3O3JTK7HNOGKP \
  | 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: 72707c927a0464e56ddb4cd5f3b5c653f31ae4b96bde2df66be87cd2698fe471

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7cf0c8335c544f9290639d9b67fa028ec7b6cadbfaacaf3128b615b012e3981",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-10T14:50:46Z",
    "title_canon_sha256": "967cd74464251c00dd81ce7f9872736a4cd8167a131b053fa4ddc888268aa835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05199",
    "kind": "arxiv",
    "version": 1
  }
}