Pith Number

pith:SQ3LR5H2

pith:2019:SQ3LR5H2UHQR2K7NUTOA7IQZYN

not attested not anchored not stored refs pending

Thompson Sampling with Approximate Inference

Justin Domke, My Phan, Yasin Abbasi-Yadkori

arxiv:1908.04970 v2 · 2019-08-14 · 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{SQ3LR5H2UHQR2K7NUTOA7IQZYN}

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	2026-07-05T00:33:35.305695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9436b8f4faa1e11d2beda4dc0fa219c34a6d8c38ea64cff5932b6e29ca3c4b51

Aliases

arxiv: 1908.04970 · arxiv_version: 1908.04970v2 · doi: 10.48550/arxiv.1908.04970 · pith_short_12: SQ3LR5H2UHQR · pith_short_16: SQ3LR5H2UHQR2K7N · pith_short_8: SQ3LR5H2

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/SQ3LR5H2UHQR2K7NUTOA7IQZYN \
  | 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: 9436b8f4faa1e11d2beda4dc0fa219c34a6d8c38ea64cff5932b6e29ca3c4b51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fb422de6957359e26e71e13df1c25f8f1b06ddd32d72b659aaa91bcd99dd75e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-14T06:09:15Z",
    "title_canon_sha256": "163d28d5e1df3bc928e9b44781172cce6c93915f28ddd2075410a2fb52eec29d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.04970",
    "kind": "arxiv",
    "version": 2
  }
}