Pith Number

pith:AO6YY34D

pith:2025:AO6YY34D7LFCCEIKSC2SEBLGOE

not attested not anchored not stored refs pending

Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance

Fan Wu, Guihai Chen, Jie Wu, Shangyu Liu, Xiaoyao Huang, Zhenzhe Zheng

arxiv:2504.11197 v2 · 2025-04-15 · cs.LG · cs.AI · cs.DC · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AO6YY34D7LFCCEIKSC2SEBLGOE}

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	2026-07-05T10:49:54.098470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03bd8c6f83faca21110a90b52205667118022678dc2481ee802aee2f4bafb897

Aliases

arxiv: 2504.11197 · arxiv_version: 2504.11197v2 · doi: 10.48550/arxiv.2504.11197 · pith_short_12: AO6YY34D7LFC · pith_short_16: AO6YY34D7LFCCEIK · pith_short_8: AO6YY34D

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/AO6YY34D7LFCCEIKSC2SEBLGOE \
  | 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: 03bd8c6f83faca21110a90b52205667118022678dc2481ee802aee2f4bafb897

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f5cf81f026f9f1680152465eb2a18897c5f089883e8d71c03ce43e937a711fd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-15T13:53:08Z",
    "title_canon_sha256": "9dcad35da24d5ee7e9d629823527ee52406e550e0408402fa1bede2f268cd2f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.11197",
    "kind": "arxiv",
    "version": 2
  }
}