Pith Number

pith:N75YY7A6

pith:2026:N75YY7A6LM7YTJ3ZY7U2BFNI63

not attested not anchored not stored refs pending

SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents

Aaron Glazer, Ailin Fan, Alberto Castelo, Andrew McNamara, Angelo Ocana Martins, Francis Pelland, Han Li, Jonathan Faerman, Keat Yang Koay, Lingyun Wang, Meysam Feghhi, Mingyu Zhao, Nikolas LeBlanc, Ronie Uliana, Shuang Xie, Vibhor Malik, Yuanzheng Zhu, Zahra Zanjani Foumani, Zhaoyu Zhang, Zhong Wu

arxiv:2605.19219 v1 · 2026-05-19 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N75YY7A6LM7YTJ3ZY7U2BFNI63}

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	2026-05-20T01:05:34.193733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ffb8c7c1e5b3f89a779c7e9a095a8f6e2c3f76049751352fadc816853f774cd

Aliases

arxiv: 2605.19219 · arxiv_version: 2605.19219v1 · doi: 10.48550/arxiv.2605.19219 · pith_short_12: N75YY7A6LM7Y · pith_short_16: N75YY7A6LM7YTJ3Z · pith_short_8: N75YY7A6

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/N75YY7A6LM7YTJ3ZY7U2BFNI63 \
  | 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: 6ffb8c7c1e5b3f89a779c7e9a095a8f6e2c3f76049751352fadc816853f774cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a0fea0bb5eafe508040b979067249c50633d4e83d14100f15c44991bf03023b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-19T00:46:41Z",
    "title_canon_sha256": "a9014bb8a149fb27641e31b4e4093ae4d1402d70e568f1651fe864c6dd19c60a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19219",
    "kind": "arxiv",
    "version": 1
  }
}