Pith Number

pith:7IV3BRFN

pith:2022:7IV3BRFNA4VH3CVQ5GRDMFV5SF

not attested not anchored not stored refs pending

Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks

David Wipf, Hongjoon Ahn, Quan Gan, Taesup Moon, Yongyi Yang

arxiv:2206.11081 v4 · 2022-06-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7IV3BRFNA4VH3CVQ5GRDMFV5SF}

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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

Domain Adaptive Unfolded Graph Neural Networks

Receipt and verification

First computed	2026-07-05T05:08:52.445707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa2bb0c4ad072a7d8ab0e9a23616bd9161ef011424729756afdb1274cb16abb5

Aliases

arxiv: 2206.11081 · arxiv_version: 2206.11081v4 · doi: 10.48550/arxiv.2206.11081 · pith_short_12: 7IV3BRFNA4VH · pith_short_16: 7IV3BRFNA4VH3CVQ · pith_short_8: 7IV3BRFN

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/7IV3BRFNA4VH3CVQ5GRDMFV5SF \
  | 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: fa2bb0c4ad072a7d8ab0e9a23616bd9161ef011424729756afdb1274cb16abb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93d43dfd1ecf9268e1b08958a32485adda105b31acca0c31149a34079cf7746f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-22T13:48:08Z",
    "title_canon_sha256": "ea2d6bba198e8aaf2b57129ea82f01bae8eb2644eb7df3aad062476ce8e742b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.11081",
    "kind": "arxiv",
    "version": 4
  }
}