Pith Number

pith:KPJ65RVA

pith:2026:KPJ65RVAAE4U3PHO6X5R7FEAGS

not attested not anchored not stored refs pending

Probing the Stochastic Machine: Engaging with LLMs in Statistics Curricula Through Veridical Data Science

Tian Zheng

arxiv:2606.29754 v1 · 2026-06-29 · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPJ65RVAAE4U3PHO6X5R7FEAGS}

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	2026-06-30T02:17:33.709849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53d3eec6a001394dbceef5fb1f948034a9b80b07afff24c2babe90a89a117011

Aliases

arxiv: 2606.29754 · arxiv_version: 2606.29754v1 · doi: 10.48550/arxiv.2606.29754 · pith_short_12: KPJ65RVAAE4U · pith_short_16: KPJ65RVAAE4U3PHO · pith_short_8: KPJ65RVA

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/KPJ65RVAAE4U3PHO6X5R7FEAGS \
  | 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: 53d3eec6a001394dbceef5fb1f948034a9b80b07afff24c2babe90a89a117011

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b20c86aa021f4cc589b14300d65c528b54729da2d0d585b71c9f132d7593a7d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2026-06-29T03:55:33Z",
    "title_canon_sha256": "a347b01789773230c50f4c9aaddff26fce04d67c5caaefe0d098f302b33b7e5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29754",
    "kind": "arxiv",
    "version": 1
  }
}