Pith Number

pith:JU4P24BJ

pith:2021:JU4P24BJWR5J7P24I4HTSXONFX

not attested not anchored not stored refs pending

A Taxonomy for Inference in Causal Model Families

Devendra Singh Dhami, Kristian Kersting, Matej Ze\v{c}evi\'c

arxiv:2110.12052 v2 · 2021-10-22 · cs.LG · 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{JU4P24BJWR5J7P24I4HTSXONFX}

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	2026-07-05T05:28:05.469619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d38fd7029b47a9fbf5c470f395dcd2dd325783739cba741912bda410b1c74a1

Aliases

arxiv: 2110.12052 · arxiv_version: 2110.12052v2 · doi: 10.48550/arxiv.2110.12052 · pith_short_12: JU4P24BJWR5J · pith_short_16: JU4P24BJWR5J7P24 · pith_short_8: JU4P24BJ

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/JU4P24BJWR5J7P24I4HTSXONFX \
  | 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: 4d38fd7029b47a9fbf5c470f395dcd2dd325783739cba741912bda410b1c74a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6462c6cde8f46fc2be9de06b1381ff8afb4e91cd925c806a5a42bbed41576514",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-22T20:38:01Z",
    "title_canon_sha256": "fbb7877670681cfa95a87edca63d854d1d65b7c5b9bb0faf852ff1a9fc92eda6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.12052",
    "kind": "arxiv",
    "version": 2
  }
}