Pith Number

pith:LO4WNHZO

pith:2023:LO4WNHZOVFOXG4ZTLIOJPOD2BM

not attested not anchored not stored refs pending

How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances

Jun Wang, Ling Chen, Meng Fang, Mohammad-Reza Namazi-Rad, Zihan Zhang

arxiv:2310.07343 v1 · 2023-10-11 · 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{LO4WNHZOVFOXG4ZTLIOJPOD2BM}

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

Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems

Receipt and verification

First computed	2026-07-05T06:59:44.149264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bb9669f2ea95d7373335a1c97b87a0b112e322e6be3d4b36bc5e87221cb43bf

Aliases

arxiv: 2310.07343 · arxiv_version: 2310.07343v1 · doi: 10.48550/arxiv.2310.07343 · pith_short_12: LO4WNHZOVFOX · pith_short_16: LO4WNHZOVFOXG4ZT · pith_short_8: LO4WNHZO

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/LO4WNHZOVFOXG4ZTLIOJPOD2BM \
  | 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: 5bb9669f2ea95d7373335a1c97b87a0b112e322e6be3d4b36bc5e87221cb43bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c11097db59d7f8aa044462ede0b751795a72c137ab9a4199859ba05c3368cf4f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-11T09:46:32Z",
    "title_canon_sha256": "e0f25aeefb2a427c581d7c7bcace0626ac74e446874bd549df0fddbb29e82a36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07343",
    "kind": "arxiv",
    "version": 1
  }
}