Pith Number

pith:2GZQCVPY

pith:2024:2GZQCVPYOWQIYE6GHCPAMWCNES

not attested not anchored not stored refs pending

Generative AI Empowered Semantic Feature Multiple Access (SFMA) Over Wireless Networks

Chongwen Huang, Jiaxiang Wang, Mingzhe Chen, Mohammad Shikh-Bahaei, Yinchao Yang, Zhaohui Yang, Zhaoyang Zhang

arxiv:2412.20937 v1 · 2024-12-30 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2GZQCVPYOWQIYE6GHCPAMWCNES}

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	2026-07-05T09:55:25.080631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1b30155f875a08c13c6389e06584d24b025b23753782dff8ab5ee69a4e8397c

Aliases

arxiv: 2412.20937 · arxiv_version: 2412.20937v1 · doi: 10.48550/arxiv.2412.20937 · pith_short_12: 2GZQCVPYOWQI · pith_short_16: 2GZQCVPYOWQIYE6G · pith_short_8: 2GZQCVPY

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/2GZQCVPYOWQIYE6GHCPAMWCNES \
  | 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: d1b30155f875a08c13c6389e06584d24b025b23753782dff8ab5ee69a4e8397c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfd42eb4dc522c60128e5edd6b07865f452112f71e28c9e9f0484c832570cc3e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-12-30T13:27:54Z",
    "title_canon_sha256": "3bb657ab540da72a7326ec85ebadfdae30dca6c805ceccad33ec26a89554359a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20937",
    "kind": "arxiv",
    "version": 1
  }
}