Pith Number

pith:LZJIGNLS

pith:2023:LZJIGNLSKBMMNEGIXOKUEF3C7E

not attested not anchored not stored refs pending

Parallelized Acquisition for Active Learning using Monte Carlo Sampling

Jes\'us Torrado, Jonas El Gammal, Nils Sch\"oneberg

arxiv:2305.19267 v1 · 2023-05-30 · stat.ML · astro-ph.CO · astro-ph.IM · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LZJIGNLSKBMMNEGIXOKUEF3C7E}

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	2026-07-05T06:15:40.214510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e528335725058c690c8bb95421762f90a54e7713c8496adc308e12c3d6f28fe

Aliases

arxiv: 2305.19267 · arxiv_version: 2305.19267v1 · doi: 10.48550/arxiv.2305.19267 · pith_short_12: LZJIGNLSKBMM · pith_short_16: LZJIGNLSKBMMNEGI · pith_short_8: LZJIGNLS

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/LZJIGNLSKBMMNEGIXOKUEF3C7E \
  | 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: 5e528335725058c690c8bb95421762f90a54e7713c8496adc308e12c3d6f28fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d9fbb57439b83e97f9332e48ca3f6555e47e3dda3e06ebf6554f34ae34b0475",
    "cross_cats_sorted": [
      "astro-ph.CO",
      "astro-ph.IM",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-30T17:57:34Z",
    "title_canon_sha256": "2178744fe5e73bebc72fbe5c0ccf3e2a1fd8bd4abec80957914d8e592e88dbc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19267",
    "kind": "arxiv",
    "version": 1
  }
}