Pith Number

pith:5SML6EMN

pith:2025:5SML6EMNU4NV2L5UM2OQPVRF2T

not attested not anchored not stored refs pending

Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations

Cedric Renggli, Ihab F. Ilyas, Theodoros Rekatsinas

arxiv:2501.18197 v1 · 2025-01-30 · cs.LG · 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{5SML6EMNU4NV2L5UM2OQPVRF2T}

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

EGREFINE: An Execution-Grounded Optimization Framework for Text-to-SQL Schema Refinement

Receipt and verification

First computed	2026-07-05T10:09:15.783423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec98bf118da71b5d2fb4669d07d625d4c03a6798329a5896ff43381511dda438

Aliases

arxiv: 2501.18197 · arxiv_version: 2501.18197v1 · doi: 10.48550/arxiv.2501.18197 · pith_short_12: 5SML6EMNU4NV · pith_short_16: 5SML6EMNU4NV2L5U · pith_short_8: 5SML6EMN

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/5SML6EMNU4NV2L5UM2OQPVRF2T \
  | 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: ec98bf118da71b5d2fb4669d07d625d4c03a6798329a5896ff43381511dda438

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15076a302d1efe90151cd3a4d354a2966e3922ae54a1de5d9236b017109e13d0",
    "cross_cats_sorted": [
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-30T08:31:09Z",
    "title_canon_sha256": "10fe38bf6b4c62f14a16a6a8b749a6d2cc0a2f1851ef0adb247d43b495c9e915"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18197",
    "kind": "arxiv",
    "version": 1
  }
}