Pith Number

pith:6USXZ6DV

pith:2025:6USXZ6DV5R7CHO3RGT5B7DWD3S

not attested not anchored not stored refs pending

Rationalization Models for Text-to-SQL

Dharmashankar Subramanian, Gaetano Rossiello, Junkyu Lee, Michael Glass, Nhan Pham

arxiv:2502.06759 v4 · 2025-02-10 · cs.CL · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6USXZ6DV5R7CHO3RGT5B7DWD3S}

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

2 papers in Pith

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

Receipt and verification

First computed	2026-07-05T10:35:45.984055Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5257cf875ec7e23bb7134fa1f8ec3dca922f9e1d739e40dca2509973924b26a

Aliases

arxiv: 2502.06759 · arxiv_version: 2502.06759v4 · doi: 10.48550/arxiv.2502.06759 · pith_short_12: 6USXZ6DV5R7C · pith_short_16: 6USXZ6DV5R7CHO3R · pith_short_8: 6USXZ6DV

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/6USXZ6DV5R7CHO3RGT5B7DWD3S \
  | 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: f5257cf875ec7e23bb7134fa1f8ec3dca922f9e1d739e40dca2509973924b26a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8c341597d80c95624e439a0fd0e1a6adbf9e9678a20939d24b7acdef2a9f497",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T18:38:57Z",
    "title_canon_sha256": "0a448b3f87f4366b44aa68fa360710e51d6c2b0b8b751d974188dba06af953ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06759",
    "kind": "arxiv",
    "version": 4
  }
}