Pith Number

pith:SDJCYER3

pith:2025:SDJCYER34Z5BCIWCLHZ4224ZKM

not attested not anchored not stored refs pending

Certified Guidance for Planning with Deep Generative Models

Francesca Cairoli, Francesco Giacomarra, Mehran Hosseini, Nicola Paoletti

arxiv:2501.12815 v1 · 2025-01-22 · 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{SDJCYER34Z5BCIWCLHZ4224ZKM}

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	2026-07-05T10:03:59.100339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90d22c123be67a1122c259f3cd6b9953175ad5d90b70f595d9b66e44f6ce90cb

Aliases

arxiv: 2501.12815 · arxiv_version: 2501.12815v1 · doi: 10.48550/arxiv.2501.12815 · pith_short_12: SDJCYER34Z5B · pith_short_16: SDJCYER34Z5BCIWC · pith_short_8: SDJCYER3

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/SDJCYER34Z5BCIWCLHZ4224ZKM \
  | 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: 90d22c123be67a1122c259f3cd6b9953175ad5d90b70f595d9b66e44f6ce90cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdf20e59818b0f92d7ebc5c450a12eef5dab1f386a2729839bdc41b730bf9cf3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-22T11:46:28Z",
    "title_canon_sha256": "c328733dcedcd2a398a5cf49b4b43df9af085dc8d63c5e3c0bb5b1be0bf0fb46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12815",
    "kind": "arxiv",
    "version": 1
  }
}