Pith Number

pith:YZUF3HNY

pith:2025:YZUF3HNY6FDI357LUX65LHHNWS

not attested not anchored not stored refs pending

Counterfactual Inference under Thompson Sampling

Olivier Jeunen

arxiv:2504.08773 v2 · 2025-04-03 · cs.IR · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YZUF3HNY6FDI357LUX65LHHNWS}

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	2026-07-05T11:33:22.805622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6685d9db8f1468df7eba5fdd59cedb49527b3957db07f7b75cd168c0056cf22

Aliases

arxiv: 2504.08773 · arxiv_version: 2504.08773v2 · doi: 10.48550/arxiv.2504.08773 · pith_short_12: YZUF3HNY6FDI · pith_short_16: YZUF3HNY6FDI357L · pith_short_8: YZUF3HNY

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/YZUF3HNY6FDI357LUX65LHHNWS \
  | 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: c6685d9db8f1468df7eba5fdd59cedb49527b3957db07f7b75cd168c0056cf22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3449d1fe3b120f4914aa86bf7f3b2f20d519d34529c75e8eae8083e524b0dc41",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-04-03T14:31:40Z",
    "title_canon_sha256": "1982c0240e7f7517de493125ba3c3af727859628040617a179a620d829f1cd1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08773",
    "kind": "arxiv",
    "version": 2
  }
}