Pith Number

pith:YFFIMEXB

pith:2023:YFFIMEXB5SWLRCCFMHWOLSQCQA

not attested not anchored not stored refs pending

On the Creativity of Large Language Models

Giorgio Franceschelli, Mirco Musolesi

arxiv:2304.00008 v5 · 2023-03-27 · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YFFIMEXB5SWLRCCFMHWOLSQCQA}

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

2 papers in Pith

Deep sequence models tend to memorize geometrically; it is unclear why

The Rise and Potential of Large Language Model Based Agents: A Survey

Receipt and verification

First computed	2026-07-05T10:13:36.616839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c14a8612e1ecacb8884561ece5ca028013fe1d0618ebd61fce980cbec87f3654

Aliases

arxiv: 2304.00008 · arxiv_version: 2304.00008v5 · doi: 10.48550/arxiv.2304.00008 · pith_short_12: YFFIMEXB5SWL · pith_short_16: YFFIMEXB5SWLRCCF · pith_short_8: YFFIMEXB

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/YFFIMEXB5SWLRCCFMHWOLSQCQA \
  | 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: c14a8612e1ecacb8884561ece5ca028013fe1d0618ebd61fce980cbec87f3654

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c5b161dd8c514acd64a2d8654e1413dfecc7d835dc2368594e57f9ac4018a44",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-03-27T18:00:01Z",
    "title_canon_sha256": "bbf71acaa375e4216ea1cbce76c7e6cd6c755c757f7d361c8dca5d77d2254bea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.00008",
    "kind": "arxiv",
    "version": 5
  }
}