Pith Number

pith:PYFJSEFJ

pith:2024:PYFJSEFJSBEOI4L47EQHASJXZQ

not attested not anchored not stored refs pending

Sphere Neural-Networks for Rational Reasoning

Mateja Jamnik, Pietro Li\`o, Tiansi Dong

arxiv:2403.15297 v4 · 2024-03-22 · 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{PYFJSEFJSBEOI4L47EQHASJXZQ}

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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.

Cited by

1 paper in Pith

Data-driven Machine Learning Cannot Reach Symbolic-level Logical Reasoning -- The Limit of the Scaling Law

Receipt and verification

First computed	2026-07-05T10:19:22.824589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e0a9910a99048e4717cf920704937cc24bed0db5ead73162896fdc6cab726f2

Aliases

arxiv: 2403.15297 · arxiv_version: 2403.15297v4 · doi: 10.48550/arxiv.2403.15297 · pith_short_12: PYFJSEFJSBEO · pith_short_16: PYFJSEFJSBEOI4L4 · pith_short_8: PYFJSEFJ

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/PYFJSEFJSBEOI4L47EQHASJXZQ \
  | 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: 7e0a9910a99048e4717cf920704937cc24bed0db5ead73162896fdc6cab726f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7333754dafa342b624f394a064757e26b4168d741e5aa425c88f46598ab14a8d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-22T15:44:59Z",
    "title_canon_sha256": "438b3010214f02a571e20485f6a5b3affee7b5236200e2c941cc9aac3baa23ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15297",
    "kind": "arxiv",
    "version": 4
  }
}