Pith Number

pith:QS7BLONU

pith:2025:QS7BLONU2PRRJH7ILMM6TMKUIQ

not attested not anchored not stored refs pending

Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications

Jelin Leslin, Martin Andraud, Martin Trapp

arxiv:2507.05141 v1 · 2025-07-07 · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QS7BLONU2PRRJH7ILMM6TMKUIQ}

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	2026-07-05T11:33:09.609190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84be15b9b4d3e3149fe85b19e9b1544408d3e3887c90cc060cb6e08b1c98b5a0

Aliases

arxiv: 2507.05141 · arxiv_version: 2507.05141v1 · doi: 10.48550/arxiv.2507.05141 · pith_short_12: QS7BLONU2PRR · pith_short_16: QS7BLONU2PRRJH7I · pith_short_8: QS7BLONU

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/QS7BLONU2PRRJH7ILMM6TMKUIQ \
  | 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: 84be15b9b4d3e3149fe85b19e9b1544408d3e3887c90cc060cb6e08b1c98b5a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bb6a4c2d1ae98931aea211f0b602526c922a155c094ae1bb3b60e28d2121de3",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-07T15:51:18Z",
    "title_canon_sha256": "fac3caef083627b336e7fa2a65cdfbf2e1d4192261b203a20c73820edabc6c83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05141",
    "kind": "arxiv",
    "version": 1
  }
}