Pith Number

pith:ZLCZK6X7

pith:2023:ZLCZK6X77PVQB2XTZMM2MAZXDG

not attested not anchored not stored refs pending

Automating Pipelines of A/B Tests with Population Split Using Self-Adaptation and Machine Learning

Danny Weyns, Federico Quin

arxiv:2306.01407 v2 · 2023-06-02 · 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{ZLCZK6X77PVQB2XTZMM2MAZXDG}

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	2026-07-05T06:40:34.560348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cac5957afffbeb00eaf3cb19a60337198f9ac716ea6d5b3636fdba683c9d982c

Aliases

arxiv: 2306.01407 · arxiv_version: 2306.01407v2 · doi: 10.48550/arxiv.2306.01407 · pith_short_12: ZLCZK6X77PVQ · pith_short_16: ZLCZK6X77PVQB2XT · pith_short_8: ZLCZK6X7

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/ZLCZK6X77PVQB2XTZMM2MAZXDG \
  | 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: cac5957afffbeb00eaf3cb19a60337198f9ac716ea6d5b3636fdba683c9d982c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51563e104968cf71e8860461579cec46faa36718441571891fbb3c2dd38bcf9f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-06-02T09:54:59Z",
    "title_canon_sha256": "2b155e9f705216d84ad225385e249ddfd6ab9d0ce0ed16f33ca6977cbfdfa349"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01407",
    "kind": "arxiv",
    "version": 2
  }
}