Pith Number

pith:ZSEJQLLC

pith:2024:ZSEJQLLCIOFAUDNSJDPKTRSGFW

not attested not anchored not stored refs pending

Large Language Models (LLMs) Assisted Wireless Network Deployment in Urban Settings

Mostafa Ibrahim, Nurullah Sevim, Sabit Ekin

arxiv:2405.13356 v2 · 2024-05-22 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZSEJQLLCIOFAUDNSJDPKTRSGFW}

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	2026-07-05T09:24:35.135733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc88982d62438a0a0db248dea9c6462d82e339e6c98dd9114592ab000b98ccf1

Aliases

arxiv: 2405.13356 · arxiv_version: 2405.13356v2 · doi: 10.48550/arxiv.2405.13356 · pith_short_12: ZSEJQLLCIOFA · pith_short_16: ZSEJQLLCIOFAUDNS · pith_short_8: ZSEJQLLC

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/ZSEJQLLCIOFAUDNSJDPKTRSGFW \
  | 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: cc88982d62438a0a0db248dea9c6462d82e339e6c98dd9114592ab000b98ccf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "582b8c814b929e223db0d3d8960470c016350d1812c48a06160ce74717d96ff4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-22T05:19:51Z",
    "title_canon_sha256": "e5ee2a2227e4beda6d9769b83c9d8803cd07cfdb62ced4776ffc6a2c06abc3a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13356",
    "kind": "arxiv",
    "version": 2
  }
}