Pith Number

pith:K2I4XLQ2

pith:2024:K2I4XLQ2KG5P2G7UO6OP7PN72T

not attested not anchored not stored refs pending

Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions

Cheng-Te Li, Chih-Yao Chen, Jay Chiehen Liao, Yu-Che Tsai

arxiv:2401.02143 v1 · 2024-01-04 · cs.LG · cs.AI · cs.IR · 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{K2I4XLQ2KG5P2G7UO6OP7PN72T}

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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

Retrieval-Augmented Generation with Graphs (GraphRAG)

Receipt and verification

First computed	2026-07-05T07:30:11.967607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5691cbae1a51bafd1bf4779cffbdbfd4d6f5b90708f29223171877bd2fb5a59f

Aliases

arxiv: 2401.02143 · arxiv_version: 2401.02143v1 · doi: 10.48550/arxiv.2401.02143 · pith_short_12: K2I4XLQ2KG5P · pith_short_16: K2I4XLQ2KG5P2G7U · pith_short_8: K2I4XLQ2

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/K2I4XLQ2KG5P2G7UO6OP7PN72T \
  | 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: 5691cbae1a51bafd1bf4779cffbdbfd4d6f5b90708f29223171877bd2fb5a59f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fe1edb9ee1d67a48793e852e444fa92cda8a2537060f35c27355e510422fc4a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-04T08:49:10Z",
    "title_canon_sha256": "e0d720d40bc67489ab28cb65c4dc458fd77399a5d76c385649957d39260e18ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02143",
    "kind": "arxiv",
    "version": 1
  }
}