Pith Number

pith:442E7GXB

pith:2024:442E7GXBF6IQURQ4GRAQH4Z3DA

not attested not anchored not stored refs pending

Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer

Antor Hasan, Conrado Boeira, Israat Haque, Khaleda Papry, Yue Ju, Zhongwen Zhu

arxiv:2406.15638 v1 · 2024-06-21 · cs.NI · 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{442E7GXBF6IQURQ4GRAQH4Z3DA}

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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

TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis

Receipt and verification

First computed	2026-07-05T08:35:25.432212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7344f9ae12f910a461c344103f33b18170cf209f739b24bda6c66739685f22f

Aliases

arxiv: 2406.15638 · arxiv_version: 2406.15638v1 · doi: 10.48550/arxiv.2406.15638 · pith_short_12: 442E7GXBF6IQ · pith_short_16: 442E7GXBF6IQURQ4 · pith_short_8: 442E7GXB

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/442E7GXBF6IQURQ4GRAQH4Z3DA \
  | 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: e7344f9ae12f910a461c344103f33b18170cf209f739b24bda6c66739685f22f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8fd5ea7f112da98acc40327d1a2dbdd94129ff33fd5c5ddc6f8c6ae4fe26927",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-06-21T20:34:08Z",
    "title_canon_sha256": "3c6caea3f08aabff35087cd6ed3bda65a7757d8c15f0602a21629d4d4d70f0da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15638",
    "kind": "arxiv",
    "version": 1
  }
}