Pith Number

pith:JWHN6FXW

pith:2025:JWHN6FXWRZLWYMVSUZCKI4IQJO

not attested not anchored not stored refs pending

Controlled Comparison of Machine Learning Models for Fault Classification and Localization in Power System Protection

Andreas Maier, Changhun Kim, Christian Bergler, Georg Kordowich, Johann J\"ager, Julian Oelhaf, Paula Andrea P\'erez-Toro, Siming Bayer

arxiv:2510.00831 v2 · 2025-10-01 · cs.AI · cs.LG · eess.SP

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

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\usepackage{pith}
\pithnumber{JWHN6FXWRZLWYMVSUZCKI4IQJO}

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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

PROTECT-90: A Fault Dataset for Power System Protection

Receipt and verification

First computed	2026-06-19T16:12:15.352906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d8edf16f68e576c32b2a644a471104bb8e9978f545890f3317357b2fde2d188

Aliases

arxiv: 2510.00831 · arxiv_version: 2510.00831v2 · doi: 10.48550/arxiv.2510.00831 · pith_short_12: JWHN6FXWRZLW · pith_short_16: JWHN6FXWRZLWYMVS · pith_short_8: JWHN6FXW

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/JWHN6FXWRZLWYMVSUZCKI4IQJO \
  | 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: 4d8edf16f68e576c32b2a644a471104bb8e9978f545890f3317357b2fde2d188

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdf8fadfdf350c24b509ae2b6411950c5cd3a247a72ffd0fda784b01742de44d",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-01T12:44:14Z",
    "title_canon_sha256": "f72148f4d4f2eed747e49373c8f896a5f2409a2c8f2a7bbf2bb891e98afa9624"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.00831",
    "kind": "arxiv",
    "version": 2
  }
}