Pith Number

pith:RZX4S56N

pith:2019:RZX4S56NRW7HHGKVZNPXZ2SJKR

not attested not anchored not stored refs pending

CoulGAT: An Experiment on Interpretability of Graph Attention Networks

Burc Gokden

arxiv:1912.08409 v1 · 2019-12-18 · 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{RZX4S56NRW7HHGKVZNPXZ2SJKR}

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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.

Cited by

1 paper in Pith

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference

Receipt and verification

First computed	2026-07-05T00:27:02.533374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e6fc977cd8dbe739955cb5f7cea4954638c38f84f58fbf8d292a6194b5b608e

Aliases

arxiv: 1912.08409 · arxiv_version: 1912.08409v1 · doi: 10.48550/arxiv.1912.08409 · pith_short_12: RZX4S56NRW7H · pith_short_16: RZX4S56NRW7HHGKV · pith_short_8: RZX4S56N

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/RZX4S56NRW7HHGKVZNPXZ2SJKR \
  | 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: 8e6fc977cd8dbe739955cb5f7cea4954638c38f84f58fbf8d292a6194b5b608e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e1bbd24037a5d9a5418e543b29d32e5ab27296fd460b4c30cb12f0ae81e8e0a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-18T06:46:39Z",
    "title_canon_sha256": "0d37e13ee900075b87a50475827ac6e751fe1dce6267d026f4356a3933e53002"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.08409",
    "kind": "arxiv",
    "version": 1
  }
}