Pith Number

pith:RKSZP246

pith:2025:RKSZP2465WFNOKI326YYQ7NZIG

not attested not anchored not stored refs pending

PaVeRL-SQL: Text-to-SQL via Partial-Match Rewards and Verbal Reinforcement Learning

Baruch Gutow, Davoud Ataee Tarzanagh, Hankyu Moon, Heng Hao, Masoud Faraki, Oxana Verkholyak, Seungjai Min, Sima Didari, Wenjun Hu

arxiv:2509.07159 v1 · 2025-09-08 · 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{RKSZP2465WFNOKI326YYQ7NZIG}

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

1 paper in Pith

Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards

Receipt and verification

First computed	2026-07-05T12:07:16.647862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8aa597eb9eed8ad7291bd7b1887db941bc723f50ad6745736c06e3f6b03fd962

Aliases

arxiv: 2509.07159 · arxiv_version: 2509.07159v1 · doi: 10.48550/arxiv.2509.07159 · pith_short_12: RKSZP2465WFN · pith_short_16: RKSZP2465WFNOKI3 · pith_short_8: RKSZP246

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/RKSZP2465WFNOKI326YYQ7NZIG \
  | 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: 8aa597eb9eed8ad7291bd7b1887db941bc723f50ad6745736c06e3f6b03fd962

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9627ec7b09fb5944bf4a9a9f119a53c5b05acccb56907cf2bfd67ff5df4e2aad",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-09-08T19:15:38Z",
    "title_canon_sha256": "2d41a9dc511299acbdf46ffb7810b88046d1db8a203c9a1271dd1c9215afbfd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07159",
    "kind": "arxiv",
    "version": 1
  }
}