Pith. sign in
Pith Number

pith:JXL77V2G

pith:2025:JXL77V2GDYBSQOHH2LJKMMR6GT
not attested not anchored not stored refs pending

MNIST-Gen: A Modular MNIST-Style Dataset Generation Using Hierarchical Semantics, Reinforcement Learning, and Category Theory

Arash Karimi, Ariane Middel, Pouya Shaeri

arxiv:2507.11821 v1 · 2025-07-16 · cs.LG · cs.AI · cs.CV · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JXL77V2GDYBSQOHH2LJKMMR6GT}

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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.
Receipt and verification
First computed 2026-07-05T11:37:51.435653Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4dd7ffd7461e032838e7d2d2a6323e34dabb2757a5e7c8df9720f43d7135126a

Aliases

arxiv: 2507.11821 · arxiv_version: 2507.11821v1 · doi: 10.48550/arxiv.2507.11821 · pith_short_12: JXL77V2GDYBS · pith_short_16: JXL77V2GDYBSQOHH · pith_short_8: JXL77V2G
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JXL77V2GDYBSQOHH2LJKMMR6GT \
  | 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: 4dd7ffd7461e032838e7d2d2a6323e34dabb2757a5e7c8df9720f43d7135126a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cbce750582bf87b242733bbc9fcda449dec3abaa9a9d29a5452e7935a407da27",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-16T00:50:09Z",
    "title_canon_sha256": "4a8dcb147fc81041e0838e85d63614e1aa92ed59e82fde5bc27da2940f63a530"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11821",
    "kind": "arxiv",
    "version": 1
  }
}