Pith Number

pith:SGBU56QU

pith:2026:SGBU56QUDOEOYHCSEG7MF3RPGY

not attested not anchored not stored refs pending

KG-SoftMAP: Soft Knowledge-Graph Priors for Bayesian Network Structure Learning from Sparse Discrete Data

Guoliang Xu, James E. Corter

arxiv:2606.10358 v1 · 2026-06-09 · 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{SGBU56QUDOEOYHCSEG7MF3RPGY}

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	2026-06-10T01:10:13.542917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91834efa141b88ec1c5221bec2ee2f363635de45e40bb3a3b53f839bb027615b

Aliases

arxiv: 2606.10358 · arxiv_version: 2606.10358v1 · doi: 10.48550/arxiv.2606.10358 · pith_short_12: SGBU56QUDOEO · pith_short_16: SGBU56QUDOEOYHCS · pith_short_8: SGBU56QU

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/SGBU56QUDOEOYHCSEG7MF3RPGY \
  | 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: 91834efa141b88ec1c5221bec2ee2f363635de45e40bb3a3b53f839bb027615b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffcb3b86480297e73b926138701cde692b12c8710c4757bf54dffd2fbd326ba2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T03:14:50Z",
    "title_canon_sha256": "ecc85b04ec222b817fcf4877396a4b03cf59d032fc3c28c26f19c7db911685be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10358",
    "kind": "arxiv",
    "version": 1
  }
}