Pith Number

pith:LKZ2AJZA

pith:2025:LKZ2AJZARW26KK2MQIB6HDSGIE

not attested not anchored not stored refs pending

STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving

Kefan Dong, Tengyu Ma

arxiv:2502.00212 v4 · 2025-01-31 · cs.LG · 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{LKZ2AJZARW26KK2MQIB6HDSGIE}

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.

Cited by

11 papers in Pith

From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier

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

Visored: A Controlled-Natural-Language Prover for LLM-Generated Mathematics

DecompRL: Solving Harder Problems by Learning Modular Code Generation

OProver: A Unified Framework for Agentic Formal Theorem Proving

Receipt and verification

First computed	2026-07-05T10:36:35.331307Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ab3a027208db5e52b4c8203e38e464112341486bd341250f55a66b4c63f4b9a

Aliases

arxiv: 2502.00212 · arxiv_version: 2502.00212v4 · doi: 10.48550/arxiv.2502.00212 · pith_short_12: LKZ2AJZARW26 · pith_short_16: LKZ2AJZARW26KK2M · pith_short_8: LKZ2AJZA

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/LKZ2AJZARW26KK2MQIB6HDSGIE \
  | 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: 5ab3a027208db5e52b4c8203e38e464112341486bd341250f55a66b4c63f4b9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bffb878c94553e1c2dd5edf675e284d553cadc031b9513ad3af7c27348bf511",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-31T23:01:48Z",
    "title_canon_sha256": "dc99aa31e5d44ac6da313e6534309398a387d148a9167b2781ddb17fcc9dd750"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00212",
    "kind": "arxiv",
    "version": 4
  }
}