Pith Number

pith:3CLMCF7F

pith:2025:3CLMCF7F4LA64ZD7UB6SAHAWOR

not attested not anchored not stored refs pending

Calibrating Generative Models to Distributional Constraints

Brian L. Trippe, Henry D. Smith, Nathaniel L. Diamant

arxiv:2510.10020 v4 · 2025-10-11 · stat.ML · cs.LG · q-bio.BM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CLMCF7F4LA64ZD7UB6SAHAWOR}

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	2026-05-29T01:04:56.553876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d896c117e5e2c1ee647fa07d201c167450f239854eb3910fd998ef265bc87560

Aliases

arxiv: 2510.10020 · arxiv_version: 2510.10020v4 · doi: 10.48550/arxiv.2510.10020 · pith_short_12: 3CLMCF7F4LA6 · pith_short_16: 3CLMCF7F4LA64ZD7 · pith_short_8: 3CLMCF7F

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/3CLMCF7F4LA64ZD7UB6SAHAWOR \
  | 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: d896c117e5e2c1ee647fa07d201c167450f239854eb3910fd998ef265bc87560

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "787bc5fd5177d15301d21f9c52e278c61163971fc8199d9412c6886cb0f3da85",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-10-11T04:49:28Z",
    "title_canon_sha256": "aa7c896e2f6aea79009d367e5153dd9252f9b9498c6f5cd096e6cd2f0d2d397c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.10020",
    "kind": "arxiv",
    "version": 4
  }
}