Pith Number

pith:ZGQ25E4G

pith:2022:ZGQ25E4GOUQ4ILZ4PXPQZNRLAX

not attested not anchored not stored refs pending

Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect

Naihao Deng, Yue Zhang, Yulong Chen

arxiv:2208.10099 v1 · 2022-08-22 · 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{ZGQ25E4GOUQ4ILZ4PXPQZNRLAX}

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

Disentangling Ambiguity from Instability in Large Language Models: A Clinical Text-to-SQL Case Study

Receipt and verification

First computed	2026-07-05T04:50:25.350112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9a1ae93867521c42f3c7ddf0cb62b05ff085342fb0886d775a4c208152e7b63

Aliases

arxiv: 2208.10099 · arxiv_version: 2208.10099v1 · doi: 10.48550/arxiv.2208.10099 · pith_short_12: ZGQ25E4GOUQ4 · pith_short_16: ZGQ25E4GOUQ4ILZ4 · pith_short_8: ZGQ25E4G

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/ZGQ25E4GOUQ4ILZ4PXPQZNRLAX \
  | 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: c9a1ae93867521c42f3c7ddf0cb62b05ff085342fb0886d775a4c208152e7b63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23f5c94c1012f602c16b9f6296eadea92e860203b275b4b2fb9e8fa225b3e786",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-08-22T07:18:23Z",
    "title_canon_sha256": "d67e128a0e56d7e5a583d6c4c10e95af6a0520979d185b3b8a1e037b751e36e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10099",
    "kind": "arxiv",
    "version": 1
  }
}