Pith Number

pith:P4ZY5AM6

pith:2025:P4ZY5AM6WWJ5C676W555EQN7X3

not attested not anchored not stored refs pending

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks

Jacek Ma\'ndziuk, Miko{\l}aj Ma{\l}ki\'nski

arxiv:2505.13391 v1 · 2025-05-19 · cs.AI · cs.CV · 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{P4ZY5AM6WWJ5C676W555EQN7X3}

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	2026-07-05T11:05:29.371521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f338e819eb593d17bfeb77bd241bfbee659830304f05d79cf90b270cd8223cf

Aliases

arxiv: 2505.13391 · arxiv_version: 2505.13391v1 · doi: 10.48550/arxiv.2505.13391 · pith_short_12: P4ZY5AM6WWJ5 · pith_short_16: P4ZY5AM6WWJ5C676 · pith_short_8: P4ZY5AM6

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/P4ZY5AM6WWJ5C676W555EQN7X3 \
  | 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: 7f338e819eb593d17bfeb77bd241bfbee659830304f05d79cf90b270cd8223cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7226aac6b7686cc864f68750511947795ed550a5fb3d06919c967f3f8ecc223b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-19T17:32:07Z",
    "title_canon_sha256": "738c946491c47af9a94f43f66245b512a1533ef40d4cc6afba05535d10b69636"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13391",
    "kind": "arxiv",
    "version": 1
  }
}