Pith Number

pith:EHVW4X47

pith:2025:EHVW4X47PRBIAOUB5FKQAPHJH2

not attested not anchored not stored refs pending

Confidence Estimation for Text-to-SQL in Large Language Models

Davood Rafiei, Mohammadreza Pourreza, Sepideh Entezari Maleki

arxiv:2508.14056 v1 · 2025-08-08 · cs.CL · 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{EHVW4X47PRBIAOUB5FKQAPHJH2}

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	2026-07-05T11:56:24.064380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21eb6e5f9f7c42803a81e955003ce93e8bf7671077bd6569a762890361d21b84

Aliases

arxiv: 2508.14056 · arxiv_version: 2508.14056v1 · doi: 10.48550/arxiv.2508.14056 · pith_short_12: EHVW4X47PRBI · pith_short_16: EHVW4X47PRBIAOUB · pith_short_8: EHVW4X47

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/EHVW4X47PRBIAOUB5FKQAPHJH2 \
  | 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: 21eb6e5f9f7c42803a81e955003ce93e8bf7671077bd6569a762890361d21b84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c50f9cfe731cf3b088b76e0b49aef6b23116c6b28e4f21a3b5e13f7c3120010d",
    "cross_cats_sorted": [
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-08T23:09:45Z",
    "title_canon_sha256": "08cabe3ee82d69b275c8cdb4885c51d579fa8ef46cef9cacadcd1c6ce8183b88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14056",
    "kind": "arxiv",
    "version": 1
  }
}