Pith Number

pith:4BNEQR36

pith:2022:4BNEQR36BLONHIDVTAJ6L7UVHB

not attested not anchored not stored refs pending

Personalized Decision Making -- A Conceptual Introduction

Judea Pearl, Scott Mueller

arxiv:2208.09558 v1 · 2022-08-19 · cs.AI · cs.LO · 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{4BNEQR36BLONHIDVTAJ6L7UVHB}

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.

Cited by

1 paper in Pith

Individual Treatment Effect: Prediction Intervals and Sharp Bounds

Receipt and verification

First computed	2026-07-05T04:50:03.138872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e05a48477e0adcd3a0759813e5fe953840d8b8adbe64a14f104e2d9cba8d4eab

Aliases

arxiv: 2208.09558 · arxiv_version: 2208.09558v1 · doi: 10.48550/arxiv.2208.09558 · pith_short_12: 4BNEQR36BLON · pith_short_16: 4BNEQR36BLONHIDV · pith_short_8: 4BNEQR36

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/4BNEQR36BLONHIDVTAJ6L7UVHB \
  | 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: e05a48477e0adcd3a0759813e5fe953840d8b8adbe64a14f104e2d9cba8d4eab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fc8554e573bc1431e102e7a2796e3ef2641d4e258b68851ecef70e59f539e2d",
    "cross_cats_sorted": [
      "cs.LO",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-08-19T22:21:29Z",
    "title_canon_sha256": "7acf2e8d3abe5c69991c7c2df97d6fff277cffa6c949956be48555a9844a5b3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.09558",
    "kind": "arxiv",
    "version": 1
  }
}