Pith Number

pith:4Z7HCMNK

pith:2024:4Z7HCMNK2GWJRFBRWZEPRHH7JX

not attested not anchored not stored refs pending

Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks

Joe Gorka, Line Roald, Tim Hsu, Wenting Li, Yury Maximov

arxiv:2403.15363 v1 · 2024-03-22 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4Z7HCMNK2GWJRFBRWZEPRHH7JX}

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

Inductive Power Grid Cascading Failure Analysis with GRU-Gated Graph Attention

Receipt and verification

First computed	2026-07-05T07:59:33.435008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e67e7131aad1ac989431b648f89cff4dee68892706f7e99028ec84acb244456c

Aliases

arxiv: 2403.15363 · arxiv_version: 2403.15363v1 · doi: 10.48550/arxiv.2403.15363 · pith_short_12: 4Z7HCMNK2GWJ · pith_short_16: 4Z7HCMNK2GWJRFBR · pith_short_8: 4Z7HCMNK

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/4Z7HCMNK2GWJRFBRWZEPRHH7JX \
  | 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: e67e7131aad1ac989431b648f89cff4dee68892706f7e99028ec84acb244456c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "221beea15d6f224041bd8064862148af7ca6cdf854ff141697cf4132b6c25a7d",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-03-22T17:31:21Z",
    "title_canon_sha256": "43ae5cd0b6ec03c206e231e057e9e472534b9d5f2189ed853fe4f6ca6e58ad1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15363",
    "kind": "arxiv",
    "version": 1
  }
}