Pith Number

pith:3HXASLW3

pith:2025:3HXASLW3COI4DXDS4SP7RUKJ43

not attested not anchored not stored refs pending

LLM-Net: Democratizing LLMs-as-a-Service through Blockchain-based Expert Networks

Bryan Ng, Hiroyuki Ohsaki, Zan-Kai Chong

arxiv:2501.07288 v2 · 2025-01-13 · 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{3HXASLW3COI4DXDS4SP7RUKJ43}

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	2026-07-05T10:08:27.581991Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9ee092edb1391c1dc72e49ff8d149e6e9bc23c0c5442e17a8573833b61ca80d

Aliases

arxiv: 2501.07288 · arxiv_version: 2501.07288v2 · doi: 10.48550/arxiv.2501.07288 · pith_short_12: 3HXASLW3COI4 · pith_short_16: 3HXASLW3COI4DXDS · pith_short_8: 3HXASLW3

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/3HXASLW3COI4DXDS4SP7RUKJ43 \
  | 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: d9ee092edb1391c1dc72e49ff8d149e6e9bc23c0c5442e17a8573833b61ca80d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f0c31ff13f6a7cf9d79c1903d42939ba5ce270071a3b5963022ac9d95395197",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-13T12:56:05Z",
    "title_canon_sha256": "a7d35ad0253846a715cae44ca5faed098cc291779979379276702a0add121c77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07288",
    "kind": "arxiv",
    "version": 2
  }
}