Pith Number

pith:EXMKTRVH

pith:2019:EXMKTRVHNZCVNKHKDB7DF4NQDN

not attested not anchored not stored refs pending

Conditioning by adaptive sampling for robust design

David H. Brookes, Hahnbeom Park, Jennifer Listgarten

arxiv:1901.10060 v9 · 2019-01-29 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EXMKTRVHNZCVNKHKDB7DF4NQDN}

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	2026-07-05T02:39:39.940593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25d8a9c6a76e4556a8ea187e32f1b01b74950d766624f3bf43e70cef085c4199

Aliases

arxiv: 1901.10060 · arxiv_version: 1901.10060v9 · doi: 10.48550/arxiv.1901.10060 · pith_short_12: EXMKTRVHNZCV · pith_short_16: EXMKTRVHNZCVNKHK · pith_short_8: EXMKTRVH

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/EXMKTRVHNZCVNKHKDB7DF4NQDN \
  | 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: 25d8a9c6a76e4556a8ea187e32f1b01b74950d766624f3bf43e70cef085c4199

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5d957faeeba95c31189068b68f2acae8ec0b873f35950f1074d96d739ba51b7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-29T01:15:34Z",
    "title_canon_sha256": "850161b523b3e645723d121230de907e80e255941b674350768bb45b0cf08ea7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.10060",
    "kind": "arxiv",
    "version": 9
  }
}