Pith Number

pith:7DXR3HSG

pith:2024:7DXR3HSGW4D6EUXMDK7XCOJCHO

not attested not anchored not stored refs pending

Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries

Catherine Kosten, Farhad Nooralahzadeh, Jonathan F\"urst, Kurt Stockinger, Yi Zhang

arxiv:2402.08349 v3 · 2024-02-13 · cs.DB · cs.AI · 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{7DXR3HSGW4D6EUXMDK7XCOJCHO}

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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

Same Data, Different Schemas: Robustness of LLM-based Text-to-SQL

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

Receipt and verification

First computed	2026-07-05T09:41:32.000295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8ef1d9e46b707e252ec1abf7139223bb55510e83ea700843bd119ed9579d070

Aliases

arxiv: 2402.08349 · arxiv_version: 2402.08349v3 · doi: 10.48550/arxiv.2402.08349 · pith_short_12: 7DXR3HSGW4D6 · pith_short_16: 7DXR3HSGW4D6EUXM · pith_short_8: 7DXR3HSG

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/7DXR3HSGW4D6EUXMDK7XCOJCHO \
  | 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: f8ef1d9e46b707e252ec1abf7139223bb55510e83ea700843bd119ed9579d070

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "852b11b49cee65902d7278b3a4311238034b0746e86d654fe2ba81abf7f7aacf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-02-13T10:28:57Z",
    "title_canon_sha256": "c875a71a431f0b702eb35cdda29b7a1a6323776d4a01965bc8d248a027a1c77c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08349",
    "kind": "arxiv",
    "version": 3
  }
}