Pith Number

pith:W4JHEFSE

pith:2025:W4JHEFSEPEIB276RA5KWUOK6N7

not attested not anchored not stored refs pending

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning

Josefa Lia Stoisser, Julien Fauqueur, Marc Boubnovski Martell

arxiv:2505.00016 v2 · 2025-04-23 · cs.CL · 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{W4JHEFSEPEIB276RA5KWUOK6N7}

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

Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning

Receipt and verification

First computed	2026-07-05T10:57:37.362262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b71272164479101d7fd107556a395e6ffa7dc84afafcb07d4c77f2a714ec9848

Aliases

arxiv: 2505.00016 · arxiv_version: 2505.00016v2 · doi: 10.48550/arxiv.2505.00016 · pith_short_12: W4JHEFSEPEIB · pith_short_16: W4JHEFSEPEIB276R · pith_short_8: W4JHEFSE

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/W4JHEFSEPEIB276RA5KWUOK6N7 \
  | 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: b71272164479101d7fd107556a395e6ffa7dc84afafcb07d4c77f2a714ec9848

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "189c5d5d284df58c1a3765aeb773727c3f55b4d5d89925ad1afb7b8ea18cc490",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-23T19:02:04Z",
    "title_canon_sha256": "5589708a98f58cc189ffc22199afc05496943ea6e5b62081bf2a36171434b0cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00016",
    "kind": "arxiv",
    "version": 2
  }
}