Pith Number

pith:M2GTK7PW

pith:2025:M2GTK7PWARMI5JJBUECMTWKGIP

not attested not anchored not stored refs pending

VArsity: Can Large Language Models Keep Power Engineering Students in Phase?

Daniel K. Molzahn, Samuel Talkington

arxiv:2507.20995 v1 · 2025-07-28 · cs.CY · cs.SY · eess.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{M2GTK7PWARMI5JJBUECMTWKGIP}

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.

Receipt and verification

First computed	2026-07-05T11:44:29.459891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

668d357df604588ea521a104c9d94643e2d05b9e597fdb9c37a0c2b43b4173c6

Aliases

arxiv: 2507.20995 · arxiv_version: 2507.20995v1 · doi: 10.48550/arxiv.2507.20995 · pith_short_12: M2GTK7PWARMI · pith_short_16: M2GTK7PWARMI5JJB · pith_short_8: M2GTK7PW

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/M2GTK7PWARMI5JJBUECMTWKGIP \
  | 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: 668d357df604588ea521a104c9d94643e2d05b9e597fdb9c37a0c2b43b4173c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cd9a1e4dc8a733f994d2934db94e99c699348434f328d0a0e4cac206b504eca",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-07-28T17:04:28Z",
    "title_canon_sha256": "66fca1e386035b2c91f7d47f4cabc9fb9d39d9d7fd28f98c068ecbd97b495318"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20995",
    "kind": "arxiv",
    "version": 1
  }
}