Pith Number

pith:KZJGPBBW

pith:2025:KZJGPBBWHBCPN2C7DQALTUMPVS

not attested not anchored not stored refs pending

STaR-SQL: Self-Taught Reasoner for Text-to-SQL

Jun Wang, Mingqian He, Qiuying Peng, Weiming Lu, Wenqi Zhang, Yongliang Shen

arxiv:2502.13550 v1 · 2025-02-19 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZJGPBBWHBCPN2C7DQALTUMPVS}

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

5 papers in Pith

VERGE: Formal Refinement and Guidance Engine for Verifiable LLM Reasoning

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Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation

Receipt and verification

First computed	2026-07-05T10:16:49.063922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56526784363844f6e85f1c00b9d18fac874fe1107c612e2b778cc52f7d7a0aa5

Aliases

arxiv: 2502.13550 · arxiv_version: 2502.13550v1 · doi: 10.48550/arxiv.2502.13550 · pith_short_12: KZJGPBBWHBCP · pith_short_16: KZJGPBBWHBCPN2C7 · pith_short_8: KZJGPBBW

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/KZJGPBBWHBCPN2C7DQALTUMPVS \
  | 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: 56526784363844f6e85f1c00b9d18fac874fe1107c612e2b778cc52f7d7a0aa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89b7cd845af68535f3e9c69fe3cd95e3fc758fca1f2c014acb185de4fcca4724",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-19T08:58:44Z",
    "title_canon_sha256": "99116f4710bda4a608996895f6f515d8d3dc007013aab6dc42edb79e20c7c10b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13550",
    "kind": "arxiv",
    "version": 1
  }
}