Pith Number

pith:JS75RZLE

pith:2023:JS75RZLEPOMNYX5PHEV27D3C62

not attested not anchored not stored refs pending

Integration of Large Language Models and Federated Learning

Chaochao Chen, Jianwei Yin, Jun Zhou, Lingjuan Lyu, Xiaohua Feng, Xiaolin Zheng, Yuyuan Li

arxiv:2307.08925 v3 · 2023-07-18 · cs.LG · cs.AI · 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{JS75RZLEPOMNYX5PHEV27D3C62}

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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

TrustLLM: Trustworthiness in Large Language Models

Receipt and verification

First computed	2026-07-05T09:28:08.945510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cbfd8e5647b98dc5faf392baf8f62f6b986d65ac6b96f724b8560e3642320ca

Aliases

arxiv: 2307.08925 · arxiv_version: 2307.08925v3 · doi: 10.48550/arxiv.2307.08925 · pith_short_12: JS75RZLEPOMN · pith_short_16: JS75RZLEPOMNYX5P · pith_short_8: JS75RZLE

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/JS75RZLEPOMNYX5PHEV27D3C62 \
  | 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: 4cbfd8e5647b98dc5faf392baf8f62f6b986d65ac6b96f724b8560e3642320ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74ad32e6fd7e0559cf00bde4d8d68a3fa54f15b0083e7a368adb5ec3965bca3c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-18T02:09:14Z",
    "title_canon_sha256": "ee08dca7570fb83feb36dbab6c7cf86a6d5ae7d71808b25573ebbe5e766f9dbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08925",
    "kind": "arxiv",
    "version": 3
  }
}