Pith Number

pith:4LFJQGGL

pith:2021:4LFJQGGLGCCRQ7HU4YA3LX42LI

not attested not anchored not stored refs pending

CGNN: Traffic Classification with Graph Neural Network

Bo Pang, Qing Liao, Siyuan Ren, Yan Jia, Ye Wang, Yongquan Fu

arxiv:2110.09726 v1 · 2021-10-19 · cs.LG · 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{4LFJQGGLGCCRQ7HU4YA3LX42LI}

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	2026-07-05T03:23:58.342775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2ca9818cb3085187cf4e601b5df9a5a2cf0c25f86c220388843a3e9e98abc59

Aliases

arxiv: 2110.09726 · arxiv_version: 2110.09726v1 · doi: 10.48550/arxiv.2110.09726 · pith_short_12: 4LFJQGGLGCCR · pith_short_16: 4LFJQGGLGCCRQ7HU · pith_short_8: 4LFJQGGL

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/4LFJQGGLGCCRQ7HU4YA3LX42LI \
  | 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: e2ca9818cb3085187cf4e601b5df9a5a2cf0c25f86c220388843a3e9e98abc59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d36cc18eb31817941f6c5bfec7429b892185114de0b2d3e29569e1911639e1f9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-19T04:10:07Z",
    "title_canon_sha256": "fd2f55ed744976d05db00ad36b09adf7c072a3797819cf9f37e260d44aad90cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.09726",
    "kind": "arxiv",
    "version": 1
  }
}