Pith Number

pith:F5H7G3CY

pith:2025:F5H7G3CYIZ3ONQX4DHWZC4BGT4

not attested not anchored not stored refs pending

Soft Best-of-n Sampling for Model Alignment

Alex Oesterling, Claudio Mayrink Verdun, Flavio P. Calmon, Himabindu Lakkaraju

arxiv:2505.03156 v1 · 2025-05-06 · cs.IT · cs.AI · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F5H7G3CYIZ3ONQX4DHWZC4BGT4}

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

3 papers in Pith

Multimodal Diffusion to Mutually Enhance Polarized Light and Low Resolution EBSD Data

VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model

Theoretical Limits of Language Model Alignment

Receipt and verification

First computed	2026-07-05T10:59:10.985201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f4ff36c584676e6c2fc19ed9170269f3aad63b3f156743cc8c5c3eecc9fde14

Aliases

arxiv: 2505.03156 · arxiv_version: 2505.03156v1 · doi: 10.48550/arxiv.2505.03156 · pith_short_12: F5H7G3CYIZ3O · pith_short_16: F5H7G3CYIZ3ONQX4 · pith_short_8: F5H7G3CY

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/F5H7G3CYIZ3ONQX4DHWZC4BGT4 \
  | 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: 2f4ff36c584676e6c2fc19ed9170269f3aad63b3f156743cc8c5c3eecc9fde14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8406288a1eb6776e3bed064f1684d6b035a51e072ca7ff4d89786beec7ec2971",
    "cross_cats_sorted": [
      "cs.AI",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-05-06T04:03:11Z",
    "title_canon_sha256": "27805f6ebf069ef404d0d78f5e0004a725126a625a49c1067d4359c3080a08ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03156",
    "kind": "arxiv",
    "version": 1
  }
}