Pith Number

pith:BPL7MT5U

pith:2026:BPL7MT5UVXH7VF6NFLQEBBCOGZ

not attested not anchored not stored refs pending

A computational phase transition for learning-to-sample from Ising models

Andrej Risteski, Thuy-Duong Vuong

arxiv:2605.24752 v1 · 2026-05-23 · cs.LG · cs.CC · cs.DS · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BPL7MT5UVXH7VF6NFLQEBBCOGZ}

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	2026-05-26T01:03:56.402683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bd7f64fb4adcffa97cd2ae040844e364fd0a12d8badc3fb431ec360314cefdf

Aliases

arxiv: 2605.24752 · arxiv_version: 2605.24752v1 · doi: 10.48550/arxiv.2605.24752 · pith_short_12: BPL7MT5UVXH7 · pith_short_16: BPL7MT5UVXH7VF6N · pith_short_8: BPL7MT5U

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/BPL7MT5UVXH7VF6NFLQEBBCOGZ \
  | 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: 0bd7f64fb4adcffa97cd2ae040844e364fd0a12d8badc3fb431ec360314cefdf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a432e3772416e563901f0385d69582011f508b1036b76020569e652f2c43a5ad",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.DS",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-23T22:04:30Z",
    "title_canon_sha256": "e02c8460150fee6eb29a878c2891263a391596bf18ace12a427dfc7c1f634cb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24752",
    "kind": "arxiv",
    "version": 1
  }
}