Pith Number

pith:F2OKAAVC

pith:2022:F2OKAAVCCULQNBQB4CSXCYTN5Z

not attested not anchored not stored refs pending

On Neural Architecture Inductive Biases for Relational Tasks

Blake Richards, David Rolnick, Giancarlo Kerg, Guillaume Lajoie, Sarthak Mittal, Yoshua Bengio

arxiv:2206.05056 v1 · 2022-06-09 · cs.NE · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{F2OKAAVCCULQNBQB4CSXCYTN5Z}

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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

Systematic Abductive Reasoning via Diverse Relation Representations in Vector-symbolic Architecture

Receipt and verification

First computed	2026-07-05T04:30:47.063339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e9ca002a21517068601e0a571626dee505d56ee1b4e6cafff114f650d5476f0

Aliases

arxiv: 2206.05056 · arxiv_version: 2206.05056v1 · doi: 10.48550/arxiv.2206.05056 · pith_short_12: F2OKAAVCCULQ · pith_short_16: F2OKAAVCCULQNBQB · pith_short_8: F2OKAAVC

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/F2OKAAVCCULQNBQB4CSXCYTN5Z \
  | 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: 2e9ca002a21517068601e0a571626dee505d56ee1b4e6cafff114f650d5476f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1fe413d4e07cc12abec58c1f97ed9f9b2778b9deac087353a231a2b9427a1c8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2022-06-09T16:24:01Z",
    "title_canon_sha256": "f05bc9d86a7afb92ad37d2b01f8745b925c2c6f3942f53590f6851b8162352f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05056",
    "kind": "arxiv",
    "version": 1
  }
}