Pith Number

pith:FPGOFZEZ

pith:2023:FPGOFZEZKLBFVX5UJ23ZL4UX7B

not attested not anchored not stored refs pending

An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits

Biyonka Liang, Iavor Bojinov

arxiv:2311.05794 v4 · 2023-11-09 · stat.ME · 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{FPGOFZEZKLBFVX5UJ23ZL4UX7B}

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.

Cited by

1 paper in Pith

Confidence Horizons

Receipt and verification

First computed	2026-07-05T09:20:38.342207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bcce2e49952c25adfb44eb795f297f87b2e7cc1146eafa6d6d957798a2174c9

Aliases

arxiv: 2311.05794 · arxiv_version: 2311.05794v4 · doi: 10.48550/arxiv.2311.05794 · pith_short_12: FPGOFZEZKLBF · pith_short_16: FPGOFZEZKLBFVX5U · pith_short_8: FPGOFZEZ

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/FPGOFZEZKLBFVX5UJ23ZL4UX7B \
  | 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: 2bcce2e49952c25adfb44eb795f297f87b2e7cc1146eafa6d6d957798a2174c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48c601aeb452f98100fb6cd387941de1bc8411601615f6da688d2fc45717552c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-11-09T23:57:32Z",
    "title_canon_sha256": "3551b964bd6b55fe1ff2de5bb47ebfca07734064bc9cce0f38befa67dfbf5ce0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05794",
    "kind": "arxiv",
    "version": 4
  }
}