Pith Number

pith:LYA7Q7EJ

pith:2023:LYA7Q7EJ3V5OIOLR573Z35MYYU

not attested not anchored not stored refs pending

Thompson Exploration with Best Challenger Rule in Best Arm Identification

Jongyeong Lee, Junya Honda, Masashi Sugiyama

arxiv:2310.00539 v4 · 2023-10-01 · stat.ML · 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{LYA7Q7EJ3V5OIOLR573Z35MYYU}

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	2026-07-05T11:51:13.647193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e01f87c89dd7ae43971eff79df598c509363d84bc6fd1b84099ff2169253ac3

Aliases

arxiv: 2310.00539 · arxiv_version: 2310.00539v4 · doi: 10.48550/arxiv.2310.00539 · pith_short_12: LYA7Q7EJ3V5O · pith_short_16: LYA7Q7EJ3V5OIOLR · pith_short_8: LYA7Q7EJ

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/LYA7Q7EJ3V5OIOLR573Z35MYYU \
  | 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: 5e01f87c89dd7ae43971eff79df598c509363d84bc6fd1b84099ff2169253ac3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd5f52d68e22524c4fb13126113500eb197f8be8ef406ff177cf58b0e2a189e3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-10-01T01:37:02Z",
    "title_canon_sha256": "cefcdf4adc0a0212a481652d8235381d937681ccd66a31120738a356a3e8f1d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00539",
    "kind": "arxiv",
    "version": 4
  }
}