Pith Number

pith:VC3ZHWML

pith:2025:VC3ZHWMLISY23CLXTWQHE764C4

not attested not anchored not stored refs pending

WiLLM: an Open Framework for LLM Services over Wireless Systems

Boyi Liu, Jagmohan Chauhan, Jianguo Zhao, Jun Zhang, Lin Chen, Qiang Yang, Wen Wu, Yongguang Lu

arxiv:2506.19030 v2 · 2025-06-23 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VC3ZHWMLISY23CLXTWQHE764C4}

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

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence

Receipt and verification

First computed	2026-07-05T11:34:09.727651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8b793d98b44b1ad89779da0727fdc17336fa66a3fb6b9a7064b867d2ff5127e

Aliases

arxiv: 2506.19030 · arxiv_version: 2506.19030v2 · doi: 10.48550/arxiv.2506.19030 · pith_short_12: VC3ZHWMLISY2 · pith_short_16: VC3ZHWMLISY23CLX · pith_short_8: VC3ZHWML

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/VC3ZHWMLISY23CLXTWQHE764C4 \
  | 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: a8b793d98b44b1ad89779da0727fdc17336fa66a3fb6b9a7064b867d2ff5127e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b1e8e48705c1760a5cdfe4e4f7a404fd8e67d0999a65d8f76b22d624bd2f719",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-06-23T18:37:55Z",
    "title_canon_sha256": "2fa7d33d8a99828722af6e3082265dcab1d8ae5c0e1e08aa4a6f6032e1dfb576"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.19030",
    "kind": "arxiv",
    "version": 2
  }
}