Pith Number

pith:COYXDLJR

pith:2025:COYXDLJRRJORDRWSF5KB56WYUD

not attested not anchored not stored refs pending

High-Order Deep Meta-Learning with Category-Theoretic Interpretation

David H. Mguni

arxiv:2507.02634 v1 · 2025-07-03 · 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{COYXDLJRRJORDRWSF5KB56WYUD}

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	2026-07-05T11:31:32.120955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13b171ad318a5d11c6d22f541efad8a0e69255f73dc3702692601f0c88445cee

Aliases

arxiv: 2507.02634 · arxiv_version: 2507.02634v1 · doi: 10.48550/arxiv.2507.02634 · pith_short_12: COYXDLJRRJOR · pith_short_16: COYXDLJRRJORDRWS · pith_short_8: COYXDLJR

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/COYXDLJRRJORDRWSF5KB56WYUD \
  | 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: 13b171ad318a5d11c6d22f541efad8a0e69255f73dc3702692601f0c88445cee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7533d2c00755015acb624d03de7c58496597c0465ad8b707c2f634f0e9ada17",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-03T14:01:14Z",
    "title_canon_sha256": "6f03f478e5caad2769f4aab8260d3fc72eb57e17361b0fc0335ef50d6d7bffa4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02634",
    "kind": "arxiv",
    "version": 1
  }
}