Pith Number

pith:56G4R4BV

pith:2025:56G4R4BVDC23SRIJXR2KYBNV7Y

not attested not anchored not stored refs pending

The Ray Tracing Sampler: Bayesian Sampling of Neural Networks for Everyone

Peter Behroozi

arxiv:2510.25824 v2 · 2025-10-29 · astro-ph.IM · 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{56G4R4BVDC23SRIJXR2KYBNV7Y}

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	2026-07-29T00:24:33.470724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef8dc8f03518b5b94509bc74ac05b5fe027624cae0c6760759eea7a7354c2d7e

Aliases

arxiv: 2510.25824 · arxiv_version: 2510.25824v2 · doi: 10.48550/arxiv.2510.25824 · pith_short_12: 56G4R4BVDC23 · pith_short_16: 56G4R4BVDC23SRIJ · pith_short_8: 56G4R4BV

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/56G4R4BVDC23SRIJXR2KYBNV7Y \
  | 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: ef8dc8f03518b5b94509bc74ac05b5fe027624cae0c6760759eea7a7354c2d7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7123b4efc1fe44bbf6965eb9714da35b744b0b30682aaade2b7ad6b57b04f669",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2025-10-29T18:00:00Z",
    "title_canon_sha256": "c39b09da03983a4847c26c7eabae33eb9edcbc81aff7fdc3e41fa29ec3a8f53b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.25824",
    "kind": "arxiv",
    "version": 2
  }
}