Pith Number

pith:XVC6BSNP

pith:2025:XVC6BSNPIEKZN4QP2L2UT7QPYR

not attested not anchored not stored refs pending

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial

Bisheng Wei, Chau Yuen, Dusit Niyato, Marco Di Renzo, Mugen Peng, Ruichen Zhang, Ruihong Jiang, Shiwen Mao, Yang Lu, Yaohua Sun, Yinqiu Liu, Yonghui Li

arxiv:2509.05946 v1 · 2025-09-07 · 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{XVC6BSNPIEKZN4QP2L2UT7QPYR}

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

2 papers in Pith

Agents Should Replace Narrow Predictive AI as the Orchestrator in 6G AI-RAN

6G Needs Agents: Toward Agentic AI-Native Networks for Autonomous Intelligence

Receipt and verification

First computed	2026-07-05T12:06:27.034813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd45e0c9af411596f20fd2f549fe0fc471a24e7d846a6e2c3082fc28002e4724

Aliases

arxiv: 2509.05946 · arxiv_version: 2509.05946v1 · doi: 10.48550/arxiv.2509.05946 · pith_short_12: XVC6BSNPIEKZ · pith_short_16: XVC6BSNPIEKZN4QP · pith_short_8: XVC6BSNP

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/XVC6BSNPIEKZN4QP2L2UT7QPYR \
  | 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: bd45e0c9af411596f20fd2f549fe0fc471a24e7d846a6e2c3082fc28002e4724

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b979aeda7c702bc5dc5bb54d399f00796c780315b4a21189929432a695e1db8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-09-07T06:46:03Z",
    "title_canon_sha256": "827dfa2309be9a6485a15def734b03054d2d790ed21f1f9f57b757ee75f885cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05946",
    "kind": "arxiv",
    "version": 1
  }
}