Pith Number

pith:AQHZWBCZ

pith:2022:AQHZWBCZ277VB7L3BHWVVLUSTP

not attested not anchored not stored refs pending

Event knowledge in large language models: the gap between the impossible and the unlikely

Alessandro Lenci, Anna A. Ivanova, Carina Kauf, Emmanuele Chersoni, Evelina Fedorenko, Giulia Rambelli, Jingyuan Selena She, Zawad Chowdhury

arxiv:2212.01488 v4 · 2022-12-02 · 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{AQHZWBCZ277VB7L3BHWVVLUSTP}

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	2026-07-05T07:05:29.979605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040f9b0459d7ff50fd7b09ed5aae929bc8d2e2e5d3cefa21b6907da03a4489ec

Aliases

arxiv: 2212.01488 · arxiv_version: 2212.01488v4 · doi: 10.48550/arxiv.2212.01488 · pith_short_12: AQHZWBCZ277V · pith_short_16: AQHZWBCZ277VB7L3 · pith_short_8: AQHZWBCZ

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/AQHZWBCZ277VB7L3BHWVVLUSTP \
  | 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: 040f9b0459d7ff50fd7b09ed5aae929bc8d2e2e5d3cefa21b6907da03a4489ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "896694804ab8ad938fa6bdb9c019700410d3a8fa1b6454c3a99f4d135bad21a1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-02T23:43:18Z",
    "title_canon_sha256": "c7300da4ac1819bba745c821f19f1450cd6cbd676cecb5fc2573277ee3d739da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.01488",
    "kind": "arxiv",
    "version": 4
  }
}