Pith Number

pith:DJFTDCZX

pith:2023:DJFTDCZXFM2ENCUTYWCJQDDXKG

not attested not anchored not stored refs pending

On the power of graph neural networks and the role of the activation function

Amitabh Basu, Sammy Khalife

arxiv:2307.04661 v6 · 2023-07-10 · 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{DJFTDCZXFM2ENCUTYWCJQDDXKG}

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	2026-07-05T08:19:07.032036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a4b318b372b34468a93c584980c77519dd76d7d8a25320947451f80056d311c

Aliases

arxiv: 2307.04661 · arxiv_version: 2307.04661v6 · doi: 10.48550/arxiv.2307.04661 · pith_short_12: DJFTDCZXFM2E · pith_short_16: DJFTDCZXFM2ENCUT · pith_short_8: DJFTDCZX

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/DJFTDCZXFM2ENCUTYWCJQDDXKG \
  | 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: 1a4b318b372b34468a93c584980c77519dd76d7d8a25320947451f80056d311c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "318fa5690968ca4ec9855a7ccc51691c8f654f1a6b3670e0c937312da7dab3f5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-10T15:59:09Z",
    "title_canon_sha256": "0df2d86a5721e7c64d273885060ad45c99f27a16253ccc8766fde8508d109449"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04661",
    "kind": "arxiv",
    "version": 6
  }
}