Pith Number

pith:YQQOAST3

pith:2015:YQQOAST37G37SRODKBWXAICOOJ

not attested not anchored not stored refs pending

A Note on Information-Directed Sampling and Thompson Sampling

Li Zhou

arxiv:1503.06902 v1 · 2015-03-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQQOAST37G37SRODKBWXAICOOJ}

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	2026-05-18T02:20:29.819835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c420e04a7bf9b7f945c3506d70204e7264adc35079ae70b4fb91fd08bc1fa416

Aliases

arxiv: 1503.06902 · arxiv_version: 1503.06902v1 · doi: 10.48550/arxiv.1503.06902 · pith_short_12: YQQOAST37G37 · pith_short_16: YQQOAST37G37SROD · pith_short_8: YQQOAST3

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/YQQOAST37G37SRODKBWXAICOOJ \
  | 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: c420e04a7bf9b7f945c3506d70204e7264adc35079ae70b4fb91fd08bc1fa416

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a748140bdd04aba4a6b54710adbe718b27d3ecb179cbb982c1f195efc5ebea0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-03-24T03:26:28Z",
    "title_canon_sha256": "f023900ea64740cf2f3c0f4fdff1124719bf82336745fb5842c615b391be6a78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1503.06902",
    "kind": "arxiv",
    "version": 1
  }
}