Pith Number

pith:VATYVC3W

pith:2024:VATYVC3WJJ2ZYWTB5GCWO7CJJE

not attested not anchored not stored refs pending

Learning From Graph-Structured Data: Addressing Design Issues and Exploring Practical Applications in Graph Representation Learning

Chenqing Hua

arxiv:2411.07269 v1 · 2024-11-09 · 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{VATYVC3WJJ2ZYWTB5GCWO7CJJE}

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	2026-07-05T09:34:00.975009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8278a8b764a759c5a61e985677c494925d478b6da7872a8eb74e45f289f9b37

Aliases

arxiv: 2411.07269 · arxiv_version: 2411.07269v1 · doi: 10.48550/arxiv.2411.07269 · pith_short_12: VATYVC3WJJ2Z · pith_short_16: VATYVC3WJJ2ZYWTB · pith_short_8: VATYVC3W

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/VATYVC3WJJ2ZYWTB5GCWO7CJJE \
  | 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: a8278a8b764a759c5a61e985677c494925d478b6da7872a8eb74e45f289f9b37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ef848508e6ae758da0f4d48aa503de9b988afe93ad16b5aedbbe08b897219f6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-09T19:10:33Z",
    "title_canon_sha256": "bf7c12ed7e09e38a2b458abe5a1d1815e3218838ef0954d5f0981be27aa621b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07269",
    "kind": "arxiv",
    "version": 1
  }
}