Pith Number

pith:AKJAEYAW

pith:2022:AKJAEYAWDNJOWNWCF27YYBAZAL

not attested not anchored not stored refs pending

Asymptotic Optimality of Myopic Ranking and Selection Procedures

Siyang Gao, Yanwen Li, Zhongshun Shi

arxiv:2211.14723 v1 · 2022-11-27 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AKJAEYAWDNJOWNWCF27YYBAZAL}

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	2026-07-05T05:19:42.920855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02920260161b52eb36c22ebf8c041902e5f2d9bce2387de8c3739290df617332

Aliases

arxiv: 2211.14723 · arxiv_version: 2211.14723v1 · doi: 10.48550/arxiv.2211.14723 · pith_short_12: AKJAEYAWDNJO · pith_short_16: AKJAEYAWDNJOWNWC · pith_short_8: AKJAEYAW

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/AKJAEYAWDNJOWNWCF27YYBAZAL \
  | 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: 02920260161b52eb36c22ebf8c041902e5f2d9bce2387de8c3739290df617332

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39471165c4787f07e74c224fd69be97540abca35acadea2e2d5ac64a075caecf",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-27T04:55:56Z",
    "title_canon_sha256": "424639c4f334d032dc4dae6d4bc2fa132629dc7204722a4e1a65abe5c34dd7ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.14723",
    "kind": "arxiv",
    "version": 1
  }
}