Pith Number

pith:X3CDHSK7

pith:2025:X3CDHSK7USJZLUKSLNX3AXCRIY

not attested not anchored not stored refs pending

TelePlanNet: An AI-Driven Framework for Efficient Telecom Network Planning

Bin Lyu, Qing Liu, Shiyao Mu, Yujie Cai, Zhen Yang, Zongyuan Deng

arxiv:2505.13831 v2 · 2025-05-20 · 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{X3CDHSK7USJZLUKSLNX3AXCRIY}

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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

Predicting Locations of Cell Towers for Network Capacity Expansion

Receipt and verification

First computed	2026-07-05T11:10:08.766406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bec433c95fa49395d1525b6fb05c51461bb1d60bdcd07eaa5eff73cd2468c4c6

Aliases

arxiv: 2505.13831 · arxiv_version: 2505.13831v2 · doi: 10.48550/arxiv.2505.13831 · pith_short_12: X3CDHSK7USJZ · pith_short_16: X3CDHSK7USJZLUKS · pith_short_8: X3CDHSK7

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/X3CDHSK7USJZLUKSLNX3AXCRIY \
  | 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: bec433c95fa49395d1525b6fb05c51461bb1d60bdcd07eaa5eff73cd2468c4c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f4028d513f23edc9e6882f384d127278e8021227e6b40211ce0dc3bdd6c9e06",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-20T02:19:10Z",
    "title_canon_sha256": "b582df05b63f523c5bffb2801b993a233249f102c82d1074348331d8cfa0c447"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13831",
    "kind": "arxiv",
    "version": 2
  }
}