Pith Number

pith:NF56UYF6

pith:2025:NF56UYF6IRBYRLHCC5RVIP6EDD

not attested not anchored not stored refs pending

Multimodal Visual Image Based User Association and Beamforming Using Graph Neural Networks

Wei Yu, Yiming Liu, Yinghan Li

arxiv:2506.18218 v2 · 2025-06-23 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NF56UYF6IRBYRLHCC5RVIP6EDD}

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	2026-07-05T11:31:46.633186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

697bea60be444388ace21763543fc418ff6c5aa5c901dd3b43fa874173300c7d

Aliases

arxiv: 2506.18218 · arxiv_version: 2506.18218v2 · doi: 10.48550/arxiv.2506.18218 · pith_short_12: NF56UYF6IRBY · pith_short_16: NF56UYF6IRBYRLHC · pith_short_8: NF56UYF6

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/NF56UYF6IRBYRLHCC5RVIP6EDD \
  | 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: 697bea60be444388ace21763543fc418ff6c5aa5c901dd3b43fa874173300c7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1df67ed4065298ef8aaac1c8b5405f1026051d645f68a340290183e066bf2ea3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-06-23T00:36:31Z",
    "title_canon_sha256": "60b11c6bae5e1d9fc0bbd580838ace08e69f64f1883e04473ffdf4364c90a3fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18218",
    "kind": "arxiv",
    "version": 2
  }
}