Pith Number

pith:D76WS2AS

pith:2024:D76WS2AS46U3NU2YBR4H4MWCBZ

not attested not anchored not stored refs pending

SymbolicAI: A framework for logic-based approaches combining generative models and solvers

Claudiu Leoveanu-Condrei, Marius-Constantin Dinu, Markus Holzleitner, Sepp Hochreiter, Werner Zellinger

arxiv:2402.00854 v4 · 2024-02-01 · cs.LG · cs.AI · cs.SC · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D76WS2AS46U3NU2YBR4H4MWCBZ}

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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

3 papers in Pith

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

TraceFix: Repairing Agent Coordination Protocols with TLA+ Counterexamples

Receipt and verification

First computed	2026-07-05T08:57:54.418839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ffd696812e7a9b6d3580c787e32c20e44184a77f82a4ca31640db9a18bedc0b

Aliases

arxiv: 2402.00854 · arxiv_version: 2402.00854v4 · doi: 10.48550/arxiv.2402.00854 · pith_short_12: D76WS2AS46U3 · pith_short_16: D76WS2AS46U3NU2Y · pith_short_8: D76WS2AS

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/D76WS2AS46U3NU2YBR4H4MWCBZ \
  | 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: 1ffd696812e7a9b6d3580c787e32c20e44184a77f82a4ca31640db9a18bedc0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2c77dd25d99818cfc4c09516b46879d97c3d5fe960ecce738da0feae26929c8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SC",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-01T18:50:50Z",
    "title_canon_sha256": "24281cd1cf85b91f78792659a8c4cc873383ae1c0d38ccaf4508a4b0ef4e6790"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00854",
    "kind": "arxiv",
    "version": 4
  }
}