Pith Number

pith:CJQVPW7V

pith:2025:CJQVPW7VHWNCTUQOSKN3Y56OPH

not attested not anchored not stored refs pending

Can Large Language Models Learn Formal Logic? A Data-Driven Training and Evaluation Framework

Akanksha Atrey, Fadoua Khmaissia, Kedar S. Namjoshi, Yuan Xia

arxiv:2504.20213 v1 · 2025-04-28 · 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{CJQVPW7VHWNCTUQOSKN3Y56OPH}

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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

2 papers in Pith

Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies

Evaluating the Formal Reasoning Capabilities of Large Language Models through Chomsky Hierarchy

Receipt and verification

First computed	2026-07-05T10:55:38.557557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

126157dbf53d9a29d20e929bbc77ce79e6611a6149e597b5aa1e246050a565fe

Aliases

arxiv: 2504.20213 · arxiv_version: 2504.20213v1 · doi: 10.48550/arxiv.2504.20213 · pith_short_12: CJQVPW7VHWNC · pith_short_16: CJQVPW7VHWNCTUQO · pith_short_8: CJQVPW7V

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/CJQVPW7VHWNCTUQOSKN3Y56OPH \
  | 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: 126157dbf53d9a29d20e929bbc77ce79e6611a6149e597b5aa1e246050a565fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8419b46cc1ddd3c184505bdbeaf71bd92a78636a6cfe7feed4dc33ee9768450",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-28T19:25:29Z",
    "title_canon_sha256": "972053dc35866894a542bc6c46e0c9ecd62d10f56b5d4bd27ddf0365690584e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20213",
    "kind": "arxiv",
    "version": 1
  }
}