Pith Number

pith:W34WDGTH

pith:2025:W34WDGTHGDBY7NNM3CH7GSBVDP

not attested not anchored not stored refs pending

Memorization $\neq$ Understanding: Do Large Language Models Have the Ability of Scenario Cognition?

Boxiang Ma, Hongye Tan, Ru Li, Xiaoli Li, Yuanlong Wang

arxiv:2509.04866 v1 · 2025-09-05 · 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{W34WDGTHGDBY7NNM3CH7GSBVDP}

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	2026-07-05T12:05:31.220443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6f9619a6730c38fb5acd88ff348351bd162a28dce11b0b4552c7dca307159cf

Aliases

arxiv: 2509.04866 · arxiv_version: 2509.04866v1 · doi: 10.48550/arxiv.2509.04866 · pith_short_12: W34WDGTHGDBY · pith_short_16: W34WDGTHGDBY7NNM · pith_short_8: W34WDGTH

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/W34WDGTHGDBY7NNM3CH7GSBVDP \
  | 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: b6f9619a6730c38fb5acd88ff348351bd162a28dce11b0b4552c7dca307159cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6a507ded04a31442203e502fce1189d242cba47905af2460b604f0d7cec82f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-05T07:30:01Z",
    "title_canon_sha256": "8007babad405f1a5f9a859ff735201cca0d783fae701f24f20b833ba5f28b8f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04866",
    "kind": "arxiv",
    "version": 1
  }
}