Pith Number

pith:UZJRYQNJ

pith:2025:UZJRYQNJV7VOOETUGHMH3BECFL

not attested not anchored not stored refs pending

Extending AALpy with Passive Learning: A Generalized State-Merging Approach

Benjamin von Berg, Bernhard K. Aichernig

arxiv:2506.06333 v2 · 2025-05-31 · cs.LG · cs.FL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UZJRYQNJV7VOOETUGHMH3BECFL}

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	2026-07-05T11:20:13.334392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6531c41a9afeae7127431d87d84822ad385b5ed635dcfedfd3e8badd9926036

Aliases

arxiv: 2506.06333 · arxiv_version: 2506.06333v2 · doi: 10.48550/arxiv.2506.06333 · pith_short_12: UZJRYQNJV7VO · pith_short_16: UZJRYQNJV7VOOETU · pith_short_8: UZJRYQNJ

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/UZJRYQNJV7VOOETUGHMH3BECFL \
  | 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: a6531c41a9afeae7127431d87d84822ad385b5ed635dcfedfd3e8badd9926036

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5af20c22b76f9585f33f046031079c71ac1ab4f6ebc17b0eee14c93be593903f",
    "cross_cats_sorted": [
      "cs.FL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-31T08:29:32Z",
    "title_canon_sha256": "c19793d31c6c48bbbddc9a355352444e2d39784eb9c156cd431a50c628d12013"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06333",
    "kind": "arxiv",
    "version": 2
  }
}