Pith Number

pith:L44SXKG5

pith:2024:L44SXKG5FY4YGXYCTONXME33J3

not attested not anchored not stored refs pending

Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving

Chenyang An, Emily First, Jiayun Zhang, Jingbo Shang, Letian Peng, Qihao Ye, Sorin Lerner, Zhibo Chen, Zihan Wang

arxiv:2404.07382 v3 · 2024-04-10 · cs.AI · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L44SXKG5FY4YGXYCTONXME33J3}

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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

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks

Receipt and verification

First computed	2026-07-05T08:49:53.018750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f392ba8dd2e39835f029b9b76137b4ef352573f35b43c04d9076f237f5fa43f

Aliases

arxiv: 2404.07382 · arxiv_version: 2404.07382v3 · doi: 10.48550/arxiv.2404.07382 · pith_short_12: L44SXKG5FY4Y · pith_short_16: L44SXKG5FY4YGXYC · pith_short_8: L44SXKG5

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/L44SXKG5FY4YGXYCTONXME33J3 \
  | 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: 5f392ba8dd2e39835f029b9b76137b4ef352573f35b43c04d9076f237f5fa43f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bda892148b36586ba8f2395c367ce8827c1fa0325f4b8e866742e5d2e6c7ff24",
    "cross_cats_sorted": [
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-04-10T23:01:45Z",
    "title_canon_sha256": "49993ddba9d38e9918c407774124c13f63ea2d3ce69c03ed3528ec0e695744be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07382",
    "kind": "arxiv",
    "version": 3
  }
}