Pith Number

pith:EF7H7GEU

pith:2026:EF7H7GEUPPNGXR4MHBUV2K32US

not attested not anchored not stored refs pending

What Predicts Correctness in Text-to-SQL? A Selective-Prediction Study

Robert Richardson

arxiv:2607.06799 v1 · 2026-07-07 · cs.LG · 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{EF7H7GEUPPNGXR4MHBUV2K32US}

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

Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses

Receipt and verification

First computed	2026-07-09T00:19:28.010180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

217e7f98947bda6bc78c38695d2b7aa4af6a31e08314e6e607dd43f3128b795e

Aliases

arxiv: 2607.06799 · arxiv_version: 2607.06799v1 · doi: 10.48550/arxiv.2607.06799 · pith_short_12: EF7H7GEUPPNG · pith_short_16: EF7H7GEUPPNGXR4M · pith_short_8: EF7H7GEU

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/EF7H7GEUPPNGXR4MHBUV2K32US \
  | 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: 217e7f98947bda6bc78c38695d2b7aa4af6a31e08314e6e607dd43f3128b795e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce84de958cc8adc664efe4fe49b6a0719b4505a9a8c1b923880e97d3e07a8854",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-07T20:52:58Z",
    "title_canon_sha256": "6cc2be45e6daa88647f592a93d63f2fc90d93f0c3a25122172e1f8832948ee58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06799",
    "kind": "arxiv",
    "version": 1
  }
}