Pith Number

pith:7BE4I3AZ

pith:2024:7BE4I3AZUMUR5NNMJ3UK5SLTY4

not attested not anchored not stored refs pending

Symbolic-AI-Fusion Deep Learning (SAIF-DL): Encoding Knowledge into Training with Answer Set Programming Loss Penalties by a Novel Loss Function Approach

Fadi Al Machot, Habib Ullah, Martin Thomas Horsch

arxiv:2411.08463 v2 · 2024-11-13 · cs.AI · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7BE4I3AZUMUR5NNMJ3UK5SLTY4}

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	2026-07-05T11:17:37.455198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f849c46c19a3291eb5ac4ee8aec973c724eff7e72d7d012c43a9d5a631556cdd

Aliases

arxiv: 2411.08463 · arxiv_version: 2411.08463v2 · doi: 10.48550/arxiv.2411.08463 · pith_short_12: 7BE4I3AZUMUR · pith_short_16: 7BE4I3AZUMUR5NNM · pith_short_8: 7BE4I3AZ

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/7BE4I3AZUMUR5NNMJ3UK5SLTY4 \
  | 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: f849c46c19a3291eb5ac4ee8aec973c724eff7e72d7d012c43a9d5a631556cdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "869739c440b1f5efca8ef5eb6477ba7dd5a66575725f8bb452422e8e439fd358",
    "cross_cats_sorted": [
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-13T09:33:33Z",
    "title_canon_sha256": "c914ed7ced45dc5156b8b1a31ab626146ef6aaa789858b17aa6b6b069b87dec6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08463",
    "kind": "arxiv",
    "version": 2
  }
}