Pith Number

pith:ZOOUTL6Z

pith:2025:ZOOUTL6ZJ3D55AMT76HEQSMF2S

not attested not anchored not stored refs pending

Improving Out-of-Distribution Detection with Markov Logic Networks

Frank Ortmeier, Konstantin Kirchheim

arxiv:2506.04241 v1 · 2025-05-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZOOUTL6ZJ3D55AMT76HEQSMF2S}

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	2026-07-05T11:16:10.907849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb9d49afd94ec7de8193ff8e484985d499e40103f49982d3afb533ef4af06c14

Aliases

arxiv: 2506.04241 · arxiv_version: 2506.04241v1 · doi: 10.48550/arxiv.2506.04241 · pith_short_12: ZOOUTL6ZJ3D5 · pith_short_16: ZOOUTL6ZJ3D55AMT · pith_short_8: ZOOUTL6Z

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/ZOOUTL6ZJ3D55AMT76HEQSMF2S \
  | 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: cb9d49afd94ec7de8193ff8e484985d499e40103f49982d3afb533ef4af06c14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6f359156a2cbcd748d3e6843ecec9ee414a7bb97242f3f2c6e34637f63c831a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T12:00:37Z",
    "title_canon_sha256": "dcd8a166f8a0aab27b18c9235448a5dc87cd26747f119e9c828b9a9e0bd6907a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04241",
    "kind": "arxiv",
    "version": 1
  }
}