Pith Number

pith:KZGQE2GC

pith:2012:KZGQE2GCDJN5CZG3QWGACSED5L

not attested not anchored not stored refs pending

Learning Bayesian Network Parameters with Prior Knowledge about Context-Specific Qualitative Influences

Ad Feelders, Linda C. van der Gaag

arxiv:1207.1387 v1 · 2012-07-04 · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZGQE2GCDJN5CZG3QWGACSED5L}

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	2026-05-18T03:51:37.439063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

564d0268c21a5bd164db858c014883ead28b47e8b5045b1f0943cf61e200bc10

Aliases

arxiv: 1207.1387 · arxiv_version: 1207.1387v1 · doi: 10.48550/arxiv.1207.1387 · pith_short_12: KZGQE2GCDJN5 · pith_short_16: KZGQE2GCDJN5CZG3 · pith_short_8: KZGQE2GC

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/KZGQE2GCDJN5CZG3QWGACSED5L \
  | 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: 564d0268c21a5bd164db858c014883ead28b47e8b5045b1f0943cf61e200bc10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "760af8ff811868456445d9f32cb71f0047c56c68100879c9bab175162807f9b6",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2012-07-04T16:13:39Z",
    "title_canon_sha256": "6b1877f266159093f3ee6388a4fc6cd881a78e55bbcf79d8909f5855b7dc4689"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1207.1387",
    "kind": "arxiv",
    "version": 1
  }
}