Pith. sign in
Pith Number

pith:AJ2FYWPJ

pith:2025:AJ2FYWPJBPXWDO657PGAUI7A67
not attested not anchored not stored refs pending

Neurosymbolic Reasoning Shortcuts under the Independence Assumption

Antonio Vergari, Edoardo Ponti, Emile van Krieken, Pasquale Minervini

arxiv:2507.11357 v1 · 2025-07-15 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AJ2FYWPJBPXWDO657PGAUI7A67}

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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 2026-07-05T11:37:37.873218Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

02745c59e90bef61bbddfbcc0a23e0f7cccf667b9ff89acc746e521aa50ea5e6

Aliases

arxiv: 2507.11357 · arxiv_version: 2507.11357v1 · doi: 10.48550/arxiv.2507.11357 · pith_short_12: AJ2FYWPJBPXW · pith_short_16: AJ2FYWPJBPXWDO65 · pith_short_8: AJ2FYWPJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AJ2FYWPJBPXWDO657PGAUI7A67 \
  | 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: 02745c59e90bef61bbddfbcc0a23e0f7cccf667b9ff89acc746e521aa50ea5e6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "04b56ea08c4c8e3f16ae56ddd10cca6e498a505c99b002d1c27fccd37fc392f9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-15T14:27:05Z",
    "title_canon_sha256": "6df5b8335c3c4860779178ef4765d37c97d3d738ddcdc379e8eca120d800a27b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11357",
    "kind": "arxiv",
    "version": 1
  }
}