Pith Number

pith:DUUKQM5A

pith:2023:DUUKQM5A3WXHDU5XGGGUJ2MCIH

not attested not anchored not stored refs pending

Compositional Generalization from First Principles

Matthias Bethge, Prasanna Mayilvahanan, Thadd\"aus Wiedemer, Wieland Brendel

arxiv:2307.05596 v1 · 2023-07-10 · 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{DUUKQM5A3WXHDU5XGGGUJ2MCIH}

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

Successes and Limitations of Object-centric Models at Compositional Generalisation

Receipt and verification

First computed	2026-07-05T06:30:10.224787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d28a833a0ddae71d3b7318d44e98241f3d01200a9aed3edfce89870b82fc46c

Aliases

arxiv: 2307.05596 · arxiv_version: 2307.05596v1 · doi: 10.48550/arxiv.2307.05596 · pith_short_12: DUUKQM5A3WXH · pith_short_16: DUUKQM5A3WXHDU5X · pith_short_8: DUUKQM5A

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/DUUKQM5A3WXHDU5XGGGUJ2MCIH \
  | 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: 1d28a833a0ddae71d3b7318d44e98241f3d01200a9aed3edfce89870b82fc46c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42fafa82c0f1842b95899d91478e652ab2e53c9f9b0539ecdc6a55268a2d4c50",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-10T19:30:32Z",
    "title_canon_sha256": "ab1e1402abd4aca72a4663be48a94c4545bcbd417c378ce15f8be5da23b9d552"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05596",
    "kind": "arxiv",
    "version": 1
  }
}