Pith Number

pith:SWQOD3HO

pith:2023:SWQOD3HOF6SCYNOYCEYEYALZTX

not attested not anchored not stored refs pending

Soft Random Sampling: A Theoretical and Empirical Analysis

Ashish Mittal, Brian Kingsbury, George Saon, Songtao Lu, Wei Zhang, Xiaodong Cui

arxiv:2311.12727 v2 · 2023-11-21 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWQOD3HOF6SCYNOYCEYEYALZTX}

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

Do we need equivariant models for molecule generation?

Receipt and verification

First computed	2026-07-05T07:16:04.740191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95a0e1ecee2fa42c35d811304c01799df141d2c7282316ed9a30facaa6bb6588

Aliases

arxiv: 2311.12727 · arxiv_version: 2311.12727v2 · doi: 10.48550/arxiv.2311.12727 · pith_short_12: SWQOD3HOF6SC · pith_short_16: SWQOD3HOF6SCYNOY · pith_short_8: SWQOD3HO

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/SWQOD3HOF6SCYNOYCEYEYALZTX \
  | 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: 95a0e1ecee2fa42c35d811304c01799df141d2c7282316ed9a30facaa6bb6588

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d421769cc9ccea79b8b2f592ebd9e9a042c7e3f93200184b6d44c3ed8fb6fbb7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-21T17:03:21Z",
    "title_canon_sha256": "2f539123a36e43fdbb689a5cd62fc2f07a9c543230247426c636457972da8310"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12727",
    "kind": "arxiv",
    "version": 2
  }
}