Pith Number

pith:6XG3F42G

pith:2025:6XG3F42GBNVKNQ2YVMI2BKVQL4

not attested not anchored not stored refs pending

Comparing Generative Models with the New Physics Learning Machine

Marco Letizia, Riccardo Torre, Samuele Grossi

arxiv:2508.02275 v1 · 2025-08-04 · stat.ML · cs.LG · hep-ex · hep-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6XG3F42GBNVKNQ2YVMI2BKVQL4}

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

Neural Scaling Laws for Jet Generation

Receipt and verification

First computed	2026-07-05T11:48:11.450352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5cdb2f3460b6aa6c358ab11a0aab05f38b3d94b4eb9ef07c7bd36866fccd8e9

Aliases

arxiv: 2508.02275 · arxiv_version: 2508.02275v1 · doi: 10.48550/arxiv.2508.02275 · pith_short_12: 6XG3F42GBNVK · pith_short_16: 6XG3F42GBNVKNQ2Y · pith_short_8: 6XG3F42G

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/6XG3F42GBNVKNQ2YVMI2BKVQL4 \
  | 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: f5cdb2f3460b6aa6c358ab11a0aab05f38b3d94b4eb9ef07c7bd36866fccd8e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bf85dd1bffa1e565fd0f4c4bfeda2abb9ed24a65fbe4d4314bcd1d9f2d1087d",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "hep-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-08-04T10:42:52Z",
    "title_canon_sha256": "f614b7e45fb2c339f934e2f00fcac637b64e2808735b72f8268b32aad01ffa30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02275",
    "kind": "arxiv",
    "version": 1
  }
}