Pith Number

pith:AFBMDY24

pith:2019:AFBMDY24CVMHLXCSMAVRLDIBI7

not attested not anchored not stored refs pending

An Explicitly Relational Neural Network Architecture

Antonia Creswell, Christos Kaplanis, David Barrett, Kyriacos Nikiforou, Marta Garnelo, Murray Shanahan

arxiv:1905.10307 v4 · 2019-05-24 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AFBMDY24CVMHLXCSMAVRLDIBI7}

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	2026-07-05T01:12:19.544283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0142c1e35c155875dc52602b158d0147d506d3ae4d9e399a0f85a05c87f9cf97

Aliases

arxiv: 1905.10307 · arxiv_version: 1905.10307v4 · doi: 10.48550/arxiv.1905.10307 · pith_short_12: AFBMDY24CVMH · pith_short_16: AFBMDY24CVMHLXCS · pith_short_8: AFBMDY24

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/AFBMDY24CVMHLXCSMAVRLDIBI7 \
  | 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: 0142c1e35c155875dc52602b158d0147d506d3ae4d9e399a0f85a05c87f9cf97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e59c3d8d7a979edd1c9dded14c7cca8038e4d3c0e42235fdbc733a271a445bf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-24T16:03:06Z",
    "title_canon_sha256": "565efe2064b834d91fd2f5e2f3a2daaa595aa990981bb73f6b5d8e92fd57a016"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10307",
    "kind": "arxiv",
    "version": 4
  }
}