Pith Number

pith:TAEH5REP

pith:2024:TAEH5REPUQDU2FH77JGYTZWEDM

not attested not anchored not stored refs pending

Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours

Hongkuan Zhou, Rajgopal Kannan, Viktor Prasanna, Yuxin Yang

arxiv:2412.20256 v1 · 2024-12-28 · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TAEH5REPUQDU2FH77JGYTZWEDM}

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.

Cited by

1 paper in Pith

Future Link Prediction Without Memory or Aggregation

Receipt and verification

First computed	2026-07-05T09:54:56.460238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98087ec48fa4074d14fffa4d89e6c41b1562a715fd60e5ada33c7ec9cf3c52c5

Aliases

arxiv: 2412.20256 · arxiv_version: 2412.20256v1 · doi: 10.48550/arxiv.2412.20256 · pith_short_12: TAEH5REPUQDU · pith_short_16: TAEH5REPUQDU2FH7 · pith_short_8: TAEH5REP

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/TAEH5REPUQDU2FH77JGYTZWEDM \
  | 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: 98087ec48fa4074d14fffa4d89e6c41b1562a715fd60e5ada33c7ec9cf3c52c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0e8d8d676733d739af6727255c799ef500a3036623ff154cad3f30b05b26108",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-28T20:02:29Z",
    "title_canon_sha256": "9a17d2077196f176e7c14c0ce800d8e014a42dfc9563f54cb0b78e9f4ede61b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20256",
    "kind": "arxiv",
    "version": 1
  }
}