Pith Number

pith:AC2LX52I

pith:2025:AC2LX52I4WIXNOFTUWL3JLNPLJ

not attested not anchored not stored refs pending

Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework

Daniel K. C. So, Dusit Niyato, Kaidi Wang, Ruichen Zhang, Wenqi Huang, Yushen Lin, Zhiguo Ding

arxiv:2501.09631 v1 · 2025-01-16 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AC2LX52I4WIXNOFTUWL3JLNPLJ}

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

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration

Receipt and verification

First computed	2026-07-05T10:01:50.005019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00b4bbf748e59176b8b3a597b4adaf5a4d3ed461d7c7b38770505c49588c10ee

Aliases

arxiv: 2501.09631 · arxiv_version: 2501.09631v1 · doi: 10.48550/arxiv.2501.09631 · pith_short_12: AC2LX52I4WIX · pith_short_16: AC2LX52I4WIXNOFT · pith_short_8: AC2LX52I

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/AC2LX52I4WIXNOFTUWL3JLNPLJ \
  | 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: 00b4bbf748e59176b8b3a597b4adaf5a4d3ed461d7c7b38770505c49588c10ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3eb37d2fa809683ae25512a629faa70e3c6f45ee1350e6b4ec002866e1b31a3b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-16T16:19:53Z",
    "title_canon_sha256": "fb5f25617b910e95ee66424392bbd7c8b3ac6b0c3339784affb7a45ca2460969"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09631",
    "kind": "arxiv",
    "version": 1
  }
}