Pith Number

pith:5VUHM6OD

pith:2022:5VUHM6ODDREOZRKHBB5CLUWVGY

not attested not anchored not stored refs pending

Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions

Alessandro Daniele, Luciano Serafini, Sagar Malhotra, Tommaso Campari

arxiv:2208.11561 v2 · 2022-08-24 · 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{5VUHM6ODDREOZRKHBB5CLUWVGY}

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.

Cited by

1 paper in Pith

Logic of Hypotheses: from Zero to Full Knowledge in Neurosymbolic Integration

Receipt and verification

First computed	2026-07-05T07:49:28.718417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed687679c31c48ecc547087a25d2d536296f5985c5e994ddb735ecccd888c5af

Aliases

arxiv: 2208.11561 · arxiv_version: 2208.11561v2 · doi: 10.48550/arxiv.2208.11561 · pith_short_12: 5VUHM6ODDREO · pith_short_16: 5VUHM6ODDREOZRKH · pith_short_8: 5VUHM6OD

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/5VUHM6ODDREOZRKHBB5CLUWVGY \
  | 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: ed687679c31c48ecc547087a25d2d536296f5985c5e994ddb735ecccd888c5af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd01aa23e591524292253979fe82cee23d152719f0f2ffb77262014329a3d5f2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-24T14:06:55Z",
    "title_canon_sha256": "4dfd1517653e6dd6d22afaa57347cbe11d9a2350ccf101b154ecfc07967eda72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.11561",
    "kind": "arxiv",
    "version": 2
  }
}