Pith Number

pith:EKPKDOSF

pith:2024:EKPKDOSFHQYPOLGTD7S523QETE

not attested not anchored not stored refs pending

The "LLM World of Words" English free association norms generated by large language models

Giulio Rossetti, Katherine Abramski, Massimo Stella, Riccardo Improta

arxiv:2412.01330 v1 · 2024-12-02 · 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{EKPKDOSFHQYPOLGTD7S523QETE}

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.

Receipt and verification

First computed	2026-07-05T09:42:58.181712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

229ea1ba453c30f72cd31fe5dd6e0499378c3560cb8c906f98c2289354c73b2c

Aliases

arxiv: 2412.01330 · arxiv_version: 2412.01330v1 · doi: 10.48550/arxiv.2412.01330 · pith_short_12: EKPKDOSFHQYP · pith_short_16: EKPKDOSFHQYPOLGT · pith_short_8: EKPKDOSF

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/EKPKDOSFHQYPOLGTD7S523QETE \
  | 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: 229ea1ba453c30f72cd31fe5dd6e0499378c3560cb8c906f98c2289354c73b2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf03d0525d567d016d6da14ff859534bae835853cefa4330813163aefadb4f37",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-02T09:54:14Z",
    "title_canon_sha256": "5b1ac401be62f2ee1823c5957585bdfc0e5805dc58821751baaafeb27cab5806"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01330",
    "kind": "arxiv",
    "version": 1
  }
}