Pith Number

pith:DL6IEZSH

pith:2025:DL6IEZSHVHFPYA7PJAL7GSNE45

not attested not anchored not stored refs pending

WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications

Chau Yuen, Jiancheng An, Li Wei, Mengbing Liu, M\'erouane Debbah, Xin Li

arxiv:2505.14354 v1 · 2025-05-20 · cs.CL · 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{DL6IEZSHVHFPYA7PJAL7GSNE45}

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	2026-07-05T11:06:00.153589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1afc826647a9cafc03ef4817f349a4e74e0618cbf42ee0f611145d0f78bbced7

Aliases

arxiv: 2505.14354 · arxiv_version: 2505.14354v1 · doi: 10.48550/arxiv.2505.14354 · pith_short_12: DL6IEZSHVHFP · pith_short_16: DL6IEZSHVHFPYA7P · pith_short_8: DL6IEZSH

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/DL6IEZSHVHFPYA7PJAL7GSNE45 \
  | 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: 1afc826647a9cafc03ef4817f349a4e74e0618cbf42ee0f611145d0f78bbced7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "261ef3c8a03b9e5099bc6ed96db212e49010d059a147668135be434d877bea0d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-20T13:38:10Z",
    "title_canon_sha256": "4c80f56d82f52af0fb1db42b3689dd3c5032c135491a15f2219f66e340dc7bda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14354",
    "kind": "arxiv",
    "version": 1
  }
}