Pith Number

pith:QKMI3XRJ

pith:2023:QKMI3XRJPV7DV57NJ3JSV2RZNN

not attested not anchored not stored refs pending

Reinforcement Learning-supported AB Testing of Business Process Improvements: An Industry Perspective

Aaron Friedrich Kurz, Ingo Weber, Luise Pufahl, Timotheus Kampik

arxiv:2303.10756 v2 · 2023-03-19 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QKMI3XRJPV7DV57NJ3JSV2RZNN}

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	2026-07-05T06:31:31.642988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82988dde297d7e3af7ed4ed32aea396b7edd914a9fa95dc1c1d95530e8a01671

Aliases

arxiv: 2303.10756 · arxiv_version: 2303.10756v2 · doi: 10.48550/arxiv.2303.10756 · pith_short_12: QKMI3XRJPV7D · pith_short_16: QKMI3XRJPV7DV57N · pith_short_8: QKMI3XRJ

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/QKMI3XRJPV7DV57NJ3JSV2RZNN \
  | 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: 82988dde297d7e3af7ed4ed32aea396b7edd914a9fa95dc1c1d95530e8a01671

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67bcb101901db210e5565bbfdc244391452d4f8530ec0ff3742e691a983188da",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-03-19T20:18:52Z",
    "title_canon_sha256": "74611aa3ee576344e1aced671f944f626431612eaf31c5c1878165736075ad63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.10756",
    "kind": "arxiv",
    "version": 2
  }
}