Pith Number

pith:NUPIFUOL

pith:2022:NUPIFUOLOSPWFCZGNQEZLS2WAE

not attested not anchored not stored refs pending

Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic Communication

Deniz G\"und\"uz, Dezhi Zheng, H. Vincent Poor, Sheng Chen, Yang Wang, Zhen Gao

arxiv:2205.03770 v4 · 2022-05-08 · cs.IT · cs.AI · cs.LG · eess.SP · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NUPIFUOLOSPWFCZGNQEZLS2WAE}

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	2026-07-05T05:12:51.355486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d1e82d1cb749f628b266c0995cb56011a0e33ffe2be61cb7eb5d4d43741c1e9

Aliases

arxiv: 2205.03770 · arxiv_version: 2205.03770v4 · doi: 10.48550/arxiv.2205.03770 · pith_short_12: NUPIFUOLOSPW · pith_short_16: NUPIFUOLOSPWFCZG · pith_short_8: NUPIFUOL

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/NUPIFUOLOSPWFCZGNQEZLS2WAE \
  | 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: 6d1e82d1cb749f628b266c0995cb56011a0e33ffe2be61cb7eb5d4d43741c1e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9131a48f77b991362ccdef204d2db5051f24fd5c0d9afc75ef2103faff6b23d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2022-05-08T03:22:20Z",
    "title_canon_sha256": "45c018c1b23984a1afbf5b1dd3701fb1bbba517c8e47e325774c9145dd03e4fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.03770",
    "kind": "arxiv",
    "version": 4
  }
}