Pith Number

pith:5YTRVCGC

pith:2024:5YTRVCGCIBBHPKC7SDEROTNHYG

not attested not anchored not stored refs pending

Revealing the Pitfalls and Re-Evaluating the Advancement of Heterophilic Graph Learning

Chenqing Hua, Jiaqi Zhu, Qincheng Lu, Sitao Luan, Xiao-Wen Chang, Xinyu Wang

arxiv:2409.05755 v3 · 2024-09-09 · 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{5YTRVCGCIBBHPKC7SDEROTNHYG}

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

2 papers in Pith

Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks?

Beyond the Laplacian: Doubly Stochastic Matrices for Graph Neural Networks

Receipt and verification

First computed	2026-06-23T02:13:13.131663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee271a88c2404277a85f90c9174da7c19cdaf5b923abf77b9def5f8c74c60a8f

Aliases

arxiv: 2409.05755 · arxiv_version: 2409.05755v3 · doi: 10.48550/arxiv.2409.05755 · pith_short_12: 5YTRVCGCIBBH · pith_short_16: 5YTRVCGCIBBHPKC7 · pith_short_8: 5YTRVCGC

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/5YTRVCGCIBBHPKC7SDEROTNHYG \
  | 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: ee271a88c2404277a85f90c9174da7c19cdaf5b923abf77b9def5f8c74c60a8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f20fe80768902878cb707b6131039b4be2d9a89dd96e6c9c9c415a31c29e2c4c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-09T16:11:07Z",
    "title_canon_sha256": "fd6300dbffc0d820fac78b5b3fc823e1f0e0e46dfd78f56f8edd0b371756a5f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05755",
    "kind": "arxiv",
    "version": 3
  }
}