Pith Number

pith:XKJ7YR3J

pith:2025:XKJ7YR3JTANSZPPQ6WYR2DEOKB

not attested not anchored not stored refs pending

A Broader View of Thompson Sampling

Assaf Zeevi, Hongseok Namkoong, Yanlin Qu

arxiv:2510.07208 v2 · 2025-10-08 · 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{XKJ7YR3JTANSZPPQ6WYR2DEOKB}

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	2026-05-28T01:04:31.463278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba93fc4769981b2cbdf0f5b11d0c8e50767ac91520e12516a5ac3ae3c250b9aa

Aliases

arxiv: 2510.07208 · arxiv_version: 2510.07208v2 · doi: 10.48550/arxiv.2510.07208 · pith_short_12: XKJ7YR3JTANS · pith_short_16: XKJ7YR3JTANSZPPQ · pith_short_8: XKJ7YR3J

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/XKJ7YR3JTANSZPPQ6WYR2DEOKB \
  | 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: ba93fc4769981b2cbdf0f5b11d0c8e50767ac91520e12516a5ac3ae3c250b9aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07ee14956f02aad87d5741b1bda029b050fc692ed5e57bf92e968232a56a432d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-08T16:43:02Z",
    "title_canon_sha256": "582d44af2c89fdb9272d7ab158e719276ca5931f3021f515572cd461f020a5cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.07208",
    "kind": "arxiv",
    "version": 2
  }
}