Pith Number

pith:DXFPBL6O

pith:2022:DXFPBL6ODBD7LTSU64GV5I6LSV

not attested not anchored not stored refs pending

Relational Attention: Generalizing Transformers for Graph-Structured Tasks

Cameron Diao, Ricky Loynd

arxiv:2210.05062 v3 · 2022-10-11 · 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{DXFPBL6ODBD7LTSU64GV5I6LSV}

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.

Cited by

1 paper in Pith

Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights

Receipt and verification

First computed	2026-07-05T05:50:09.395178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dcaf0afce1847f5ce54f70d5ea3cb95757a25ca90585082331f94d167f96bcf

Aliases

arxiv: 2210.05062 · arxiv_version: 2210.05062v3 · doi: 10.48550/arxiv.2210.05062 · pith_short_12: DXFPBL6ODBD7 · pith_short_16: DXFPBL6ODBD7LTSU · pith_short_8: DXFPBL6O

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/DXFPBL6ODBD7LTSU64GV5I6LSV \
  | 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: 1dcaf0afce1847f5ce54f70d5ea3cb95757a25ca90585082331f94d167f96bcf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8680cb8ff331483dc5813cf4e6f541fb420f48a0cb4ea17db04b4d1f361ab80",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-11T00:25:04Z",
    "title_canon_sha256": "48eeda896a368f8ddb29097e15d4a5d2206c089fc936b47f6e7b8054ae41d0d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.05062",
    "kind": "arxiv",
    "version": 3
  }
}