Pith Number

pith:JVLJFQZZ

pith:2025:JVLJFQZZR5BHZKQY4SPR6J2AGX

not attested not anchored not stored refs pending

Large Language Model Agents for Radio Map Generation and Wireless Network Planning

Hongye Quan, Hui Song, Shuai Wang, Tong Zhang, Wanli Ni, Xiangyu Ye, Yuanwei Liu, Ziyi Xie

arxiv:2501.11283 v2 · 2025-01-20 · cs.IT · 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{JVLJFQZZR5BHZKQY4SPR6J2AGX}

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	2026-07-05T10:13:46.401104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d5692c3398f427caa18e49f1f274035e5449c40efddd7582d724d7146050d79

Aliases

arxiv: 2501.11283 · arxiv_version: 2501.11283v2 · doi: 10.48550/arxiv.2501.11283 · pith_short_12: JVLJFQZZR5BH · pith_short_16: JVLJFQZZR5BHZKQY · pith_short_8: JVLJFQZZ

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/JVLJFQZZR5BHZKQY4SPR6J2AGX \
  | 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: 4d5692c3398f427caa18e49f1f274035e5449c40efddd7582d724d7146050d79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9059c2c70cd55206494efc1192a8c59d03c55869d21c67e5f930eed6ac6889d",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-01-20T05:34:38Z",
    "title_canon_sha256": "881bde27806d42e3207e69a370264ef6972f2832132cad11cf44f311618d3122"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11283",
    "kind": "arxiv",
    "version": 2
  }
}