Pith Number

pith:TT4GFAFT

pith:2023:TT4GFAFTB6JW2WRAUJ4VX5LFTG

not attested not anchored not stored refs pending

Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization

Abdelhak M. Zoubir, Feng Yin, Geert Leus, Juntao Wang, Wenzhong Yan, Yang Tian

arxiv:2311.16856 v3 · 2023-11-28 · cs.LG · eess.SP · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TT4GFAFTB6JW2WRAUJ4VX5LFTG}

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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

Learning to Gridize: Segment Physical World by Wireless Communication Channel

Receipt and verification

First computed	2026-07-05T10:45:05.375955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cf86280b30f936d5a20a2795bf5659994504024878ec7af0249f5090c5e0731

Aliases

arxiv: 2311.16856 · arxiv_version: 2311.16856v3 · doi: 10.48550/arxiv.2311.16856 · pith_short_12: TT4GFAFTB6JW · pith_short_16: TT4GFAFTB6JW2WRA · pith_short_8: TT4GFAFT

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/TT4GFAFTB6JW2WRAUJ4VX5LFTG \
  | 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: 9cf86280b30f936d5a20a2795bf5659994504024878ec7af0249f5090c5e0731

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "561963bf1da93e8e2fb840b17cbd708520b35f51c1f541d9e6e33e1bbff570f8",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-28T15:05:13Z",
    "title_canon_sha256": "1436c43b98f72fd4734789390b5c59575a44d36a98c90bf2094264db7c0602f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.16856",
    "kind": "arxiv",
    "version": 3
  }
}