Pith Number

pith:VKJ2W63R

pith:2025:VKJ2W63RCTFWGP5ISRUJ3YD54L

not attested not anchored not stored refs pending

Never Skip a Batch: Dense Learning of Temporal GNNs via Adaptive Pseudo-Supervision

Alexander Panyshev, Alexey Zaytsev, Dmitry Vinichenko, Oleg Travkin, Roman Alferov

arxiv:2505.12526 v2 · 2025-05-18 · 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{VKJ2W63RCTFWGP5ISRUJ3YD54L}

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	2026-06-30T00:15:07.314313Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa93ab7b7114cb633fa894689de07de2f79bdd656e3d2ef839cdf9ee13ba9d21

Aliases

arxiv: 2505.12526 · arxiv_version: 2505.12526v2 · doi: 10.48550/arxiv.2505.12526 · pith_short_12: VKJ2W63RCTFW · pith_short_16: VKJ2W63RCTFWGP5I · pith_short_8: VKJ2W63R

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/VKJ2W63RCTFWGP5ISRUJ3YD54L \
  | 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: aa93ab7b7114cb633fa894689de07de2f79bdd656e3d2ef839cdf9ee13ba9d21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac8292d38071d9bfa8630e7588729fcb2412429f82155fcb996febfff192ee10",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-18T19:30:33Z",
    "title_canon_sha256": "2a7c1f9b6fd7a0b6e2e36bd8a571300f86328ad0bbc5fe7c0d6d16bc3612e6af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12526",
    "kind": "arxiv",
    "version": 2
  }
}