Pith Number

pith:WBJFIIUS

pith:2025:WBJFIIUSJWWMVXXZR2Q5CR5Y7V

not attested not anchored not stored refs pending

A scalable Bayesian double machine learning framework, with application to racial disproportionality assessment

Vanessa McNealis, Yijing Li, Yu Luo

arxiv:2502.07695 v3 · 2025-02-11 · stat.AP · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WBJFIIUSJWWMVXXZR2Q5CR5Y7V}

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	2026-06-12T01:09:07.260457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0525422924daccadef98ea1d147b8fd5cb74168352533eaa1ceecfe9a5d23ae

Aliases

arxiv: 2502.07695 · arxiv_version: 2502.07695v3 · doi: 10.48550/arxiv.2502.07695 · pith_short_12: WBJFIIUSJWWM · pith_short_16: WBJFIIUSJWWMVXXZ · pith_short_8: WBJFIIUS

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/WBJFIIUSJWWMVXXZR2Q5CR5Y7V \
  | 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: b0525422924daccadef98ea1d147b8fd5cb74168352533eaa1ceecfe9a5d23ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd96469f509cca0762ed3fc0c907be4c0649026a06cc6ecd3c0561c5ffeabb99",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2025-02-11T16:48:55Z",
    "title_canon_sha256": "12c5412a5d945de05ffd027855d638cf3042c4615118c8f294f242be0d4631dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07695",
    "kind": "arxiv",
    "version": 3
  }
}